{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Wall time: 499 µs\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "%time from hikyuu.interactive.interactive import *"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 绘制组合窗口\n",
    "\n",
    "使用 create_figure 函数快速创建查看证券K线信息的常见组合窗口\n",
    "  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on function create_figure in module hikyuu.interactive.drawplot:\n",
      "\n",
      "create_figure(n=1, figsize=None)\n",
      "    生成含有指定坐标轴数量的窗口，最大只支持4个坐标轴。\n",
      "    \n",
      "    :param int n: 坐标轴数量\n",
      "    :param figsize: (宽, 高)\n",
      "    :return: (ax1, ax2, ...) 根据指定的坐标轴数量而定，超出[1,4]个坐标轴时，返回None\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(create_figure)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<matplotlib.axes._axes.Axes at 0x209c4255898>,\n",
       " <matplotlib.axes._axes.Axes at 0x209c42fbe48>,\n",
       " <matplotlib.axes._axes.Axes at 0x209c42d92b0>,\n",
       " <matplotlib.axes._axes.Axes at 0x209c3eae6d8>)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#不同坐标轴数量，其显示窗口布局\n",
    "create_figure(figsize=(6,4))\n",
    "create_figure(2, figsize=(6,4))\n",
    "create_figure(3, figsize=(6,4))\n",
    "create_figure(4, figsize=(6,4))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = sm['sh000001']\n",
    "k = s.getKData(Query(-200))\n",
    "\n",
    "#创建两个显示坐标轴的窗口\n",
    "ax1,ax2 = create_figure(2)\n",
    "\n",
    "#在第一个坐标轴中绘制K线和EMA\n",
    "k.plot(axes=ax1)\n",
    "ma = EMA(CLOSE(k))\n",
    "ma.plot(axes=ax1, legend_on=True)\n",
    "\n",
    "#在第二个坐标轴中绘制艾尔德力度指标\n",
    "v = VIGOR(k)\n",
    "v.plot(axes=ax2, legend_on=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# 绘制MACD\n",
    "\n",
    "绘制MACD：\n",
    "- ax_draw_macd\n",
    "- ax_draw_macd2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax1,ax2, ax3 = create_figure(3)\n",
    "\n",
    "k.plot(axes=ax1)\n",
    "ma.plot(axes=ax1, legend_on=True)\n",
    "\n",
    "ax_draw_macd(axes=ax2, kdata=k)\n",
    "ax_draw_macd2(axes=ax3, ref=ma, kdata=k)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# 内建的三个较复杂示例\n",
    "\n",
    "- el.draw 绘制亚历山大.艾尔德交易系统图形\n",
    "- kf.draw 绘制佩里.J.考夫曼（Perry J.Kaufman） 自适应移动平均系统(AMA)\n",
    "- kf.draw2 绘制佩里.J.考夫曼（Perry J.Kaufman） 自适应移动平均系统(AMA)\n",
    "- vl.draw 绘制普通K线图 + 成交量（成交金额）\n",
    "- vl.draw2 绘制普通K线图 + 成交量（成交金额）+ MACD\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "el.draw(s)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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nJ8MLL6g2z5oFPXta3r+9e9VfZ2cIDVXb9umj7hdm1y54/31wcYH582HHDhUUjx+vAuRu3WDOHAgPh5EjoU4dlb5jR+HHoKCCx8BceeacP6/aU8pwgnPkSBUwREWpx1lZ0Lix+YD22DEYPVrtw7RpsG8fXLgAw4er8ho0AF9f8PFRxwHU8yNGwH//qx4XfC2tqSM+/ua0MmXMb796tXqdtm2D6tXV+3D6dHV8CmPtvp0+fXOa8ceBpye8+656z5hz8qQKxBISoG9fMHbuFHwtzdm/H2rVAltbte+XL6vX0hjMZmaqNpmbA93a9+SYMWDsoIqPV8Fzz57WfWYOHFCf4+RkmDRJvX+t/bw9/TR8+KHavzfeUMcmO1vtz5o1sHy5yrd5szpGGRnqOHz3neXjVVBysnqPjxunfowW9tnPzISuXVVPf+3a5o/fiBEq78qV6n/CsGHWt8UCPeSgEJ6enkyePBlvb28mTpxItuF0S8uWLQkMDKSl8Rc5EBERwaxZs9hh6Z+gwfHjxwkLC8Pb25uQkBCzedq2bcv27dvZv38/mZmZ/PLLL6bnrL0wbNOmTeTk5FAxz6/kkydPEhISQt++fQGYOnUqn376qVXb5mVjY0Pt2rXzpaWlpeHo6AhA1apVuXjxolXt1LSH1urVMGUKbN2qvoiCgmD9evVFFBGhvrxjYyEpSf3zT0vL3XbCBPj2WxVkrFsHcXHw2Weq52nPHtVLc+2ayiulqsc4Hd6JE6qn7epV9Tg7W32RbtqkFmv38VHDBcyZPVsFiWFh8MEHd+b05NGj6otwwQLVxhs34MsvYcMGVe/atSp9/361z6GhucGnpWNQUMFjAObLM8fVFcaOVcfphx9yb19/DWfPqiCnWjXz28bEqNdtzhyoX1+9br6+KuAICVHB3pEjqtcwNFTdmjdXASDc/FpaW4e5NHOysuDTT8HeHkqXVgFnw4aF13er+2YuDdTn4YknLAezAMuWwbx5KrAKDlZBqbnX0pzNm+H48dzHK1aooK5HD3jkEdWjaeE72er3pK+ves1CQqBRIxWMWvuZWbAAvv9eBcpLlqg0a7edPVv96N26FZ59NncoxV9/QaVKav+Mx0BK9WPr55/V/5mGDcHNTX1uPv7Y8vGbPRsefVS9P4r67H/wgfoBbowTzB0/W1v1Htu3T/Xol4AHpoe2sJ7UOyU2NpYePXrQt29fhg4dyneGXzMuLi74+/szePBgoqOjiYmJ4cqVK/Tr1880ZvYxQ/d5uXLlSE1Nxd7eHoDhhn9MdevWJSMjw+yQg+nTp2Nn6JJv06YNsbGxAKSmplKuXDmr2j579mwcHR355ptvmD59Ojdu3GDkyJF89dVX2NrasmrVKrp06ZKv99bSttawt7cn3fAhSk1NJafg+CtN0/IbOzb3/uXLULOm6k0xnOmge3cVsPbtq3pv857qTUzMPUVXrRqkpKgv0oULVVrnznDwoOol+fZb9Tc4WD1XsaIKgp9/Xj2+dk0FMMYfsHZ26guxbNmb2xwWpnpabGxUL2R8PJj5H0JGhuodKm3hK8bYQySE+lIND1dBCcDrr6v616xRZdvZqUABVGCVlaW+kPftU0HrjBmqN2v8eMvHoKCCxwDMl1eYTp3UUAqjq1ehbt38eeLiVBD24Yfqcb9+qv1btqgfKg0aqJ5xo4QE1StqdOCA6jE2dBbc9FqaY66Oxo1vTjNn2bL8+zBtGlStqs4I9OihflSFhqrX/3b3zVxaYqL6UfXGG+pHlbnXDNR7PSZGlX3jBjg4qMCq4GtpTqlSub3q//wD33yj6hwzRgWzW7fm9hTf7nvSaN066NVLnXmx9jNTrRpER6t6jO8Ba7ft3Fn16o4cqQLg/v1h0SL1Wk6fDqmp6jNuY6OC17Jl1etoZ6e2feop9T+oUqXcMgseg7Aw1a6i2hIbC0uXqvfOwYPqM2Lu+EmphufExpZI7yzoHtpC+fn5sWHDBmxsbGjevLnpgi8XFxcOHDiAi4sLAMHBwcyYMYPQ0FAmTpxIcJ5/Nr169WLdunWmxxUqVMhXh6+vL6Ghoabb7NmzGTZsGNHR0WRnZ7Nx40ZTT/CPP/5Ir169Cm1zYGAg7777LgDJyck4ODgA8PLLLzNy5EjTcIOgoCB+/vln3NzciIqKwsPDw+K21mjdujXhhlNS0dHRON2JMTia9m8UEaECAFdXFTAYg5eqVVWvS6VKULly/m06dlTBxJo16oulRQvz2yYkqNOKU6fmbluzZv4xbA4OqvwfflBl1qwJVaqYb2vp0uqLMW8d5kyapMbJurmpU9FubuDhoXrWunRR4+hOnFB527fP/dI0unhRBZdPPpk//aOP4KWXVDD88svqSzYiQvX4JSSYPwbmFDwGYL48c/76S+3PlSuqV914i4hQvYx5hpzx+OO5AZ9RaqrqrapXLzeAAvWjpVmz3F4tUOMiJ0xQ9829lpaYq8NSvXl16pTbGwyqpy0oSAUlQUFqyIvxlHxx9y1v2tKlKggbMwZWrVK9h+b06KF+eHz6qRqjXbq0+deyKMePq97CVatyexrztvd235NGfn65w12s/cy8+KL6MbBsmRo2cyvbPvssbNtGROxOFVhHRak2zJqljlO3bupHZMHX/bvv1Odw40Z1VmPVqtwLNgseg9Klc1/7wtoyb57absgQ1Vt/+LD541etmjr2ly7BM8+ov8WkA9pCTJo0CX9/f9zc3Ni/fz/DDL8inJycaNSoEfXq1QNUQOvu7g6oHtagoCBTGR4eHmzZsoVLt/BiGYNaZ2dn2rdvz7PPPsvly5f55Zdf8PDwKHRbLy8voqKi6Ny5MwcOHGDEiBH873//Y8OGDaxatQo3Nzc++eQT1qxZw+7duwkNDcXZ2ZnNmzeb3TYxMZHRo0cX2eY+ffoQEBDAlClTWLt2Lb1797Z6fzXtoZWYqAKWFSvUY3v73NOFqak3X2lu5OurvhiWLVM9MEKY3/btt9UXd94vW3M2blSB88cfqy8hS/KOLyysfcuXq97FLVugaVPVG7R5szqdvGuX6rmx1EsI6qKU9evVdhcuqLRff4VfflE9qJAb0JQtm9tjZO3xM8dceeb884/aj+BgdUGY8TZzpmpvUTMBODiocYOZmeoYgRpesmRJ/lO+ycnqS/6JJ9Rja19LS3WYSyuoTZube9WlVMGHNd9h1u5bwbTDh9XYzFq11BkKS+OsFy4Ef3/Vy5uebnkcsTnp6SrQO3RI/QDs21ft78KF0LZt0dtb854E+PNPtR/G3k5rPzP+/vD55+qY7Nypfghauy3A/v2cKf2POq5ff63OMHz2mTqd/+uvatxwwWECf/2l9sfeXv0tXdrsj53k5GRkqdxwMTkhAWnpfX74sBqH7+iofsQax/0XPH4ffKB+/BnHvYeFWd43K+mAthC1a9dm586dhIaG8tNPP1G+fHn8/f1xcnLir7/+wsnJCX9/f7Zv326awqpr1678+OOPpjKEEHz00Uds374dHx8f3NzcABg5cqRpyq+CmjdvTkxMDEeOHOE9w+mZbdu28eGHHxa5klaZMmVYt24dYWFh/PDDD5QtW5aePXuSnp5u6gWeNGlSvm1CDf88zG1btWpVixeHheb5p1OpUiVCQ0NxdXVl586dVC7Yo6RpWn4ZGapXasEC1aMFahyb8eKb6GjLVxsbT/uB6gmxtO2uXSrgdXNTX+bGi8wKsrNTpxNbtFC9JZY0a6aCUWMdxnZb8tln6kvtVrz4oupBy8lRY3krVFDB5dixqkfa1lZ9MXfqpL7kL15UX6INGlh//AqyVJ45xv/BN26oHyIODur2/vv5nzfnjTdyv7iTk9V2SUnqIrwVK/L3xP/0kzptbWTta2muDnNp1jhyRNXZtasKRpKTLY+ntXbfzKU1aKCCXFDvL0vvq7g4Ne72+nU1DOJWVpasUkV9bmrUyE0bPlwdx6I6bax5TxoFBoKXV+5jaz8zMTHquCUnq5kihLi1z9vMmfzetZnqdTVe8Gdnp/7PpBguqDdOL7d9e+4UXaNHq7pHj1ZjXc0c0/Hjx+NnawvXrpGRkUHLlSuJs3TsGzTIHaNtfC3NHb/sbFWXEKqdJTFMUUp5X9xat24tCzp79uxNadq/n37dtYfCF19I6eAgZZcu6vbDD1JevSplixZSTp4s5ZNPSpmcnJu/S5f82w8fLmVYWO7j+HgpmzaVcuJEKdu0kTIrK3/+gtsXfPzcc1IeP577ePVqKf/v//Ln2b9fte/VV6Xs3bvw/du8WconnpAyMVE9vnxZyk6dbs63d6+UH3yQv462baXs0EFKPz+VNmCAlE5Oucfqzz+l/P57KRs0kNLZObed5o7Bjh1SfvaZ+TbmPQbmyjMnMlLKSZOkTEqS0tU1t03e3up5d/fcvCdPSjllSv7HHTuq4zBvnkqbNk3KWrVyywkNVemDB0t56FDh7Ta3b+bqMJdmycqVUq5YodrVvr2Uc+dKmZIiZbt2Us6ZI2VAQPH2zVza2bNS9uypXvNnn1X1mdu3zZulfPxxKe3tpRw0KP97vOD72ZLFi6XcuVPV2amTlKNGqdfu4sXcPLf7npRSHYMrV/JvW/AzY+6z5ecnZe3aUlaqJOV//mN5W3P27pXy7bflnJ1zpIyLk3LcOLWfEyZI+frrUr77rsp34oSUa9ZIuWyZlBkZUj7/vGp71arqr4ODlJmZNx2DPXv2yHqPPio7lS8vJzdvLnvVqGF5P37/XcquXaV8+mkpBw5U5Zk7fqGhUl66pOp58kn12bUAOCitiCPveSBrvOmAVjPSr7v2UEtMlDIwUMrz529927Nn1bZ5A+GSFhurvsSuX7ec58QJFQAdPZqbdu6c+pK70+70MThwQAW05ixZooKEB9lXX0m5fLkKQq5elXLBAin37JHy11+l7NtXpT3I3n9fylmzpGzVSgVTUkoZFKTer8eO3Zk6rfnMFGfbV16Rcv9+uXDjWyqYnD9fvUcHD5YyLU3KXr1y/5+sWaNeXyml7N49fzndukmZnm62iu7du8sn6taVNStVkr/u3n3r+1EM1ga0Qt4nq0K0adNGGhcuMDp37txN00Np/376ddc07YGUnW1+HlPt/pOVZXkWjgdNcjJUrozPrrn4OA5RU3FduaLGPguhTueXMjPCNCUl/8wGhdi7dy+dOnWiXbt2REREFL2Bv7+adaG4eQAhxCEpZZui8ukxtJqmaZpWEnQw++D4twSzAA4O1PrwUebumotY04haS2qpMfHGca7mglmwOpgF6NChA23btmXmzJnWbVDgokr/KP8i8xSXDmjvkvgSfuGAIlcN0zRN0zTt3+9i2kWz90vSr7/+WuRMS5bEJ8fnT3ByUguICFFiS+3qgPYuWLRoEZGRkSVe7vLlywmzcqqL8+fPs337dq5ZWjnnFvNpmqZpmqbdlr//VrMsSKnulwAd0BYiLS0NLy8vunTpwrBhw5BSMnLkSAYYVvIZNGiQaeqtxMREKlasaFp8wci4cpi3caJkK128eJFn8kyfk5mZiaenJx07dmSFYc7KBQsW8Omnnxa5KtexY8cYOHAge/bsoUuXLmRkZHDq1Cnc3Nxwd3fntddeQ0ppdT5zzLXv7Nmz1KlTBzc3N9zc3Lh8+fItHQNN0zRN00qYv/+dK9vJSfW6zp1bYj2v1tIBbSECAgJo3749u3btws7ODuNFa9HR0fn+gpon9vr16zf1mAYEBDBu3DiLdYwZM8YU8Lm5uTFv3jySkpIYMWIEaXnWbv/ss89o3bo1e/bs4ccff+TatWuULl2abt26sWfPnkL3IyYmhm+//ZY5c+ZQv3594uLi8PX1Zfny5YSEhHD69GmOHDlidT5zzLXv119/ZebMmab5b2vknf9P0zRN07S77w4MgTQx0/Naa0ktNb53rlDje++QB2dU9P/ehgvmg6nbVusp6LnQ4tOOjo6sXLkSLy+vfIsLlClThoSEBGzzTKYcFBTEuHHjCAoKonuepQ9PnDhBkyZNAPDx8SEzM5Pdu3eTkpJCUFAQvsb1oPNISUkhMDCQF/Os3R4aGspCwxrlnTt35uDBg3Tt2hVXV1d2796drze3oH79+pGVlcWWLVtISkqiQYMGpgUbABISEqhevTotWrSwKp9yeveGAAAgAElEQVQ55tq3b98+duzYwddff02PHj143zjxuKZpmqZpD4W7Mb4XdA9toTw9PZk8eTLe3t5MnDiRbMNSby1btiQwMJCWLVua8kZERDBr1ix27NhRaJnHjx8nLCwMb29vQkJCzOapVKnSTSttpaWl4WhYo7xq1apcNKyjXK5cOdKNSz0WIjU1lbVr11KvXr18q40FBgbSrFkz0zRZ1uYryFz7evbsSWhoKAcOHCAiIoKYmJgi26lpmqZpmnarHpwe2kJ6Uu+U2NhYevToQd++fRk6dCjfffcdAC4uLvj7+zN48GCio6OJiYnhypUr9OvXzzRm9rHHHgNUwJmamoq9vT0Aw4cPB6Bu3bpkZGQwZswY/vrrL1Od7u7uzJ49+6a22Nvbk56eTuXKlfOVFxcXZ6qrMA4ODqxcuZJhw4Zx4MAB2rVrx8mTJ1myZAnbt2+/5XzWtK9Dhw7Y2dkB0KpVK2JjY2nRokWRbdU0TdM0rRBWzuFqdXFR/ox0Lrq8fPmcnHIv6KpX784OZbCC7qEthJ+fHxs2bMDGxobmzZubLvhycXHhwIEDuLi4ABAcHMyMGTMIDQ1l4sSJBAcHm8ro1asX69atMz2uUKFCvjp8fX1NY0xDQ0PNBrMArVu3JtywRnl0dDROhsHWGzduzDfEwZw33njDNLY3OTkZBwcHkpKSGDx4MCtWrDD1Blubz9r2Pf/885w/f55//vmHrVu30rx580LbqWmapmmaFawMHs3O/2quuILTalmTz9xMBfXqqYvChFD3gUcqPGLaxHTfTL7i0gFtISZNmoS/vz9ubm7s37+fYcOGAeDk5ESjRo2oZ3gRgoODcXd3B1QPa1BQkKkMDw8PtmzZwqVLl4rVlhEjRjBnzhwmTZrEH3/8Qbt27QgPD6dGjRoWx7UaTZs2jRkzZvDMM8/w9NNP07hxYxYuXMipU6eYMGECbm5u7Nq1y+p8ISEhLFu2rMj2zZkzxzTO9/XXX6dx48bFOgaapmmaplnP2kC15CqMVwHunDmmoPvC1AvM6TIHOUdyYeoFU77M2T4qb0n17FqzPu7duLVu3fqm9XvPnj1bAqsA33unT5+Wq1evLnY5Z8+elYGBgTLZsEb5hx9+KDMyMopdbkkp2L7ilKNpmqZpmhn16hn7RdV9KeUjix+R+CDxQT6y+BFT1jk759y8/Zyb08zmMyNfPjB/30wdBcvffeyy7Pz2j/LEpWtF1gkclFbEkQ/OGNoHWJ06dXjppZeKXU7t2rVNc+ACTJkypdhllqSC7dM0TdM0rYQZT/WDaXnbC1Mv4BPqg4+bT+HbGse9+vtDfDy1ltQyzTzw5cEvc3tQS5iTg5Pp/unEfxj/fSQ1yaFmpbIlVocecqBpmqZpmvYv4xPqY5r/1SfUh8zsHN5q2ofBvhFsrPA41zOz79yUWgUWVTBeSPZPRhavrjpITo7kK9vj2NuVXL+q7qHVNE3TNE37lzH21vq4+ZCRlcP4NZEEt3iORxPS+I/nVBwW7KBKxmhSSweTWep0yVZuZgYGKSVv/V8Mxy5e49uXn8ZpTUSJVqkDWk3TNE3TtAeFcYYA4/0i3MjKZtzqSLYfvYTPti8ZfuBnIuq3Ys37K0iK6U2l7D6k2ewiwfYTi2WUxNCEr3cc4fxvu/B/KoPOx7YD/4PrU6BspVsuyxwd0N4l8fHxpqm2SsrJkyepX79+iZapaZqmadp9LD4efHzUrQhZ2YLXAw6x86/LvPtiM4Yt2gylBB3/jqbjSy58ecydilkeVM4aiI2sQWJaBlUrlLmpnNsampByDuJ2Q3wY/8Tu5rXUv3nNDjgG2FUCKkJ6og5oHySLFi2iYcOGJR7Qbtq0iRo1alh1wVliYiKHDh2iVatWRU7zpWmapmnag+16ZjYhkQ05l3CZ972e4qV2dW/KkyOuctV2NZml4qme8SZ9l+/F/+W21KtWwUyJVkg5D+EfwYmdkBALQLZdZfbdaMjZsp0Y4NETO8cW4FAX5s6FKk7F2MP89EVhhUhLS8PLy4suXbowbNgwpJSMHDnSdCX/oEGDGGkYJ5KYmEjFihVNiy8YGVcO8/b2trreq1ev0rNnT7p3746XlxcZGRkAjBo1ivbt2zN//nxAzZO7ZcsWrl27Vmh5SUlJeHh4sH//frp27crly5cBuHjxIs8888xN+T09PYmKigIgMjKSZ599lo4dO/Lhhx8WWs/Ro0d58cUX86VlZmbSqVMnzp07Z93Oa5qmaZpWLDeysnl11UHOJVTig74tzAazef1js4eLZWaS/E8GXl/sJfJU0q1XenAFfP40HFoJVetD9/nE9N6Ey3VfZtrNwO21Jdg194QqhiETJdzJpwPaQgQEBNC+fXt27dqFnZ0dBw8eBNRKWHn/Amzbto3r16+bVtrKW8a4ceMs1jFmzBjc3NxMt3nz5rF69WqmTJnC1q1bqVWrFkFBQaxfv57s7GwiIiI4efIksbHql8/QoUPZuHFjofsRExPDRx99xMyZM3n++eeJjIwkKSmJESNGkJaWli/v6tWreeKJJ3B2dgZgwoQJfPvtt4SHh7Nu3Tri4uLM1nHixAneeustrl69mi/9gw8+oF+/ftSuXbvQNmqapmmaVnyZ2TmMX3OY3bFX6Ng8ngFtH8t90jj+1szY2xs2R1n3Rgfs7Uoz+Kt9bP/DyqEFV2JhZHnYPBlqO8PYCBiylqBK/en3Uxo1Kpdn3RsdeKxq+fzbleDSvfAADTlYtH8Rfyb+WaJlPln1SaY/Pd3i846OjqxcuRIvLy/8/PxM6WXKlCEhIQFbW1tTWlBQEOPGjSMoKCjfUrQnTpygSZMmAPj4+JCZmcnu3btJSUkhKCgIX1/fQtt4+fJlatasyZo1a0w9w927dyc8PJyGDRvi6urKu+++a1rFzJwuXboAEBYWxv79+03L6wYGBubrUU1MTOTNN9/kjTfeYOfOnXTt2pXExEQee0x9GKpVq0ZKSorZOipWrMi6det4/vnnTWmxsbEsXbqUadOmcfDgQdq0aVPovmqapmmadvuycyRT1kaz7Y+LzH2hGXEZB/JnKGL8bf0a9qwf24FX/A/wxupDLB/SmmebPmI2L6WAsMWw6wOoaQMvfg7OQ0AIvt9/ipkbjtDyMQdWjGhLFTPjckua7qEthKenJ5MnT8bb25uJEyeSnZ0NQMuWLQkMDKRly5amvBEREcyaNYsdO3YUWubx48cJCwvD29ubkJCQQvNGRESQlJSEq6sraWlpODo6AlC1alUuXlS/nMqVK0d6enqR+yKlJDAwkCpVqmBra0ulSpWoXLlyvjxLly6lf//+jBkzhlWrVvHzzz/TsWNHli1bxpo1a4iPj6dFixZmy69ZsyZ2dnb50ubNm8dbb73FkCFDmDNnDocPHy6ynZqmaZqm5eHvb1U2KeG/62PYFH2O6T2eZEQHp9uqrrq9HQGj2tHk0UqMXR3Jzj8v3ZzpzCF4rQKEzIcne8PnqdBqKDeyc/hkeyz/XX+Ezo1qsHp0u7sSzMID1ENbWE/qnRIbG0uPHj3o27cvQ4cO5bvvvgPAxcUFf39/Bg8eTHR0NDExMVy5coV+/fqZxswaezXLlStHamoq9vb2AAwfPhyAunXrkpGRwZgxY/jrr79Mdbq7uzN79mwSExOZMGEC69atA8De3t4UuKamppKTkwNAXFycqa7CCCH4/PPPeeedd/j5558ZOHDgTXkOHz7MkiVLqFWrFgMGDGDbtm34+vqyc+dOZs+ezfTp0xHGqUKscPjwYb766ivKlSuHh4cHu3fvplWrVlZvr2mapmkPNePKXi+/rIYJxMfnpuchpWT/0bocPXWGie4NeMPtCZXNIX8+a1UuZ0vAK+0Y8s0+xgQcoqyNC9dtIqkg4V3swK8blBMw6HvSHu9OaJ3jBH1/mJ1/XiL1RhberRxZ1K8FtjZ3r99U99AWws/Pjw0bNmBjY0Pz5s1NF3y5uLhw4MABXFxcAAgODmbGjBmEhoYyceJEgoODTWX06tXLFJQCVKiQ/8pBX19fQkNDTbfZs2eTkZFB//79WbBgAfUM41xat25NeHg4oMbuGmdMWLt2LR4eHoXux6JFi1i1ahUAycnJODg4mM3XoEEDTp48CcDBgwepV68eNjY2NG7cGIAhQ4YUfdAKlGccc2ssT9M0TdM0KxmXuZVS3TcqMP7Uf288R089wuhOjzP5uUa52Zzz57sVlcvb8t2odjSoaU/NjFl4ZjfiN+yZjB3nGg7hq/3P8cq+GrR6dxvj+vyXvcev4NnyUfxfbsuHA1re1WAWrAxohRBVhRDPCSEeqvmeJk2ahL+/P25ubuzfv980TtXJyYlGjRqZArTg4GDc3d0B1cMaFBRkKsPDw4MtW7Zw6ZKZLnsLvvnmGyIjI3nvvfdwc3MjMDCQPn36EBAQwJQpU1i7di29e/fm2LFjnD171uIwAKPXXnuNgIAAOnfuTHZ2dr4xvnlNmzaNZcuW0bFjR8LCwnjllVcAmDVrFosWLTL1zoaEhLBs2bIi9+P9999n/PjxtGvXjrS0NHr37m31MdA0TdM0rWiZ2Tn47jqJU80MZvZucktnUoviUL4Ma4Y04gPbT/i51AUycmrR98YcOhzpxfudRhF/JY0h7eoSuHo6+2c+ywLvFrg1rllkG/bu3UvlypVvmhmqOISUsvAMQlQBthhugwAP4EvABkgDBkopM4QQ3wBNgS1SyvmGbW9Ks6RNmzbSOIuA0blz5/4VV8efOXOGsLAwq+aLLUxSUhLbtm2jc+fO1KpViy+//JKXXnqJSpVKZlLi+8W/5XXXNE3TtGIRQvXOFryfx+aYc4xfc5hvRrShWxMLF3DlleeiMDE3f+Ap5xQo/+hm2DKFrNSLfJLdhqXZT3Ot1Am2jPiCp55yovL11ELbZomHhwe//PILn376KePHjy80rxDikJSyyKvKremhbQFMkVK+BwQDfYCPpJTdgQtADyGEN2AjpWwP1BdCNDSXZkVd/0p16tQpdjALUKVKFQYMGECtWrUAeP311/91waymaZqmadbz3xNPvWrl6dq4pnUbWDP/a9oV+L+XIXAI2NekLalMLR3CWbuFpNj+H50aVqfyjbSiyzHjt99+49dff6V69eosXLiwxHppiwxopZS7pJT7hBCdgaeBb6WU2wxP1wAuAW7AWkPaVqCThTRN0zRN0zStBBw5c5WDfycxvL0TpUpZOdSgqPlf05Phq65wdBN0nQWv7iRK5BS7rUbz5s3j1VdfpWzZsri4uOSbFrU4rB1DK4CBQBKQaUhrD1SRUu4DKgBnDdkTgUcspBUs9zUhxEEhxEHj6lWapmmapmla0fz3xlO+jA3929QpuUL/Nx1SzkLNcdDlLbCxLXobK12/fp3o6GjTjE9z5szh559/LpGyrQpopTIOiAFeEEJUBT4DXjFkSQXKGe7bG8o1l1aw3K+klG2klG1q1Khx+3uhaZqmaZr2ELmSeoNN0efo17oOlcqWUNB5dBPE/ACd34ILJXdxmVHZsmX5888/KV9erRrWunXrfDNDFUeRAa0QYroQYrjhoQOQDPwf8F8ppXEOiUPkDiloCcRbSHtoxRvnjitBxim2NE3TNE178PlH+Vud9/tfT5GRncPw9k4lUncNKWDTf+BRZ+g8tUTKNKfgDAglNSuDNQsrfAWsFUKMBn4D6gMuwEwhxExgObAR2C2EqA30BFwBaSbtobRo0SIaNmxomju2pGzatIkaNWqUyAVnmqZpmqbdW/HJ8Vbly8zOIWDf33RuVIMGNe2LX7EEX8rCjWvg5VuiwwzuFmsuCkuSUj4npewspRwrpVwupawipXQz3AKllCmoi8D2AV2llFfNpd3JHbkT0tLS8PLyokuXLgwbNgwpJSNHjmTAgAEADBo0iJGGwdWJiYlUrFjxpqv1jCuHeXt733L9Y8eOZdOmTabHo0aNon379syfr2ZAmzRpElu2bOHatWuFlnP16lV69uxJ9+7d8fLyIiMjg7i4OHr37s0zzzzDm2++mS//xYsXTSt6ZWVlUbduXdzc3HBzc+PIkSNm69iwYYMpj6urK88//zwJCQn0798fNzc3hg8fTmZm5i0fA03TNE3T8vvfbxe4dO0GL9/m8rZGj1RQlzcNwxYvbKHbO/B0DzUN19y51s2IcJ8osWUcDIHvWinlhcLSHiQBAQG0b9+eXbt2YWdnh3Ge3Ojo6Hx/AbZt28b169cJCwu7qYxx48ZZrGPMmDGmQNDNzY158+YBsHv3bi5cuICnpycA69evJzs7m4iICE6ePElsbCwAQ4cOZePGjYXux+rVq5kyZQpbt26lVq1aBAUFMX36dN555x12797NmTNnCA0NNeWfOnWqaZndmJgYBg8ebFrJ7KmnnjJbh5eXlylP3759GTNmDIsWLaJv376Ehoby6KOPsnr16kLbqWmapmla0fz3xOFUrTxdGhXv+qMLUy8g/3Mav9JVoG4HcB1reXWy+5xe+rYQjo6ObNiwgdjYWPz8/Gjbti0AZcqUISEhAVvb3C75oKAgxo0bl2+VMIATJ07QpEkTAHx8fJg5cyadO3fG2dmZCxcumF36NjMzk1dffRUnJyd++uknAEJDQ009w927dzctg+vq6srhw4cL3Y+xY8fy3HPPAXD58mVq1qzJsWPHTEv31qxZk6tXVQd6SEgIFSpUMM11u2/fPjZv3szTTz/NqFGjyMrKKrSu9PR0tm7dire3t8U6NE3TNE3Lr9aSWszdNRcxV1BrSS2L+WLOJBN5KpkRHW5hqi5LsrNgw+uUETbQ5wsoZQP16qkeWiHU/QeENWNo7wsX3n+fG0f/LNEy7Zo8Sa0ZMyw+7+npSXp6Ot7e3nTt2pWlS5cC0LJlSwIDA2nZsqUpb0REBOHh4XTr1q3QOo8fP05YWBjz5s0jJCTE7PjXVatW0bRpU6ZNm8Znn33GqVOnSEtLw9HREYCqVasSGRkJQLly5Uy9qUWJiIggKSkJV1dX+vXrx9y5c3F1dSUoKIgFCxaQkZHBu+++y4YNG+jTpw8Abdu2Zfv27Tz66KMMHz6cX375hRdeeMFiHQEBAaZ96tu3LwsXLmTw4MF88803/PLLL1a1U9M0TdMeNhfTLpq9X9DPUecoU7oU/VqXwFRdIfMgfje8+AVUfVylGS9iz7Oi2INA99AWIjY2lh49ehAVFcXly5f57rvvAHBxccHf39/U+xgTE8OVK1fo16+facysUbly5UhNTTU9Ns69VrduXTIyMswOOTh8+DCvvfYatWrVYujQoezcuRN7e3tT4JqamkpOjprkOC4ujscee6zIfUlMTGTChAmsWLECgFmzZtGzZ0/8/PwYMWIE9vb2LFy4kLFjx+Lg4GDarkWLFjz66KMAtGnTxjTUwZLvv/+e/v37AzBs2DDGjx9PYGAgHTp0KPGL4jRN0zTt38I4nrXg/YLCj1+hTb0qVCzuVF2/b4A9n0CbUdBqSIm07V56YHpoC+tJvVP8/Pxo2rQpI0aMoHnz5qYLvlxcXHjzzTdZvHgx0dHRBAcHM2PGDKZMmcI777xDcHAwo0ePBqBXr16sW7eOESNGAFChQoV8dfj6+t5U78cff2yakuvgwYPUq1ePVq1aER4ejqurK9HR0TRu3BiAtWvX4uXlVeh+ZGRk0L9/fxYsWEC9PKcPnJ2dOXXqFN9//z0A27dvJyQkhM8//5yoqChGjx5NSkoKM2fOpHnz5mzcuJEZhbwO8fHxVK5cGXv73CsunZ2d+e2331i/fn2hbdQ0TdO0h46/v2nlrgtTL+AT6oOPm4/F7FdSb/DnhWu89Xzj4tV78Q/YOA7qPA09FhaZ/cLU+/9SKN1DW4hJkybh7++Pm5sb+/fvZ9iwYQA4OTnRqFEjU3AYHByMu7s7AO7u7vnG0Xp4eLBlyxYuXbpkdb2jRo1i586ddO7cmS+++IKpU6fSp08fAgICmDJlCmvXrqV3794cO3aMs2fP0qJFi0LL++abb4iMjOS9997Dzc2NwMBAABYvXsyUKVNMExyHhYWZxvI6Ozvj5+fH7NmzGTZsGM7OzrRv355nn32WxMREU8Ce19atW+ncuXO+tJUrV9K7d29q165t9f5rmqZp2kPhFueo33siAYCODarffp3pyRA4BOzsYcAqKF3m9su6TcnXk0nLTENKWWJlipIsrDjatGkjjbMIGJ07d+5fEQidOXOGsLCwYs8Xm5SUxLZt2+jcuTO1atXiyy+/5KWXXqJSpUol1NL7w7/lddc0TdM0s5yccmcQqFfPFNje1EMrhJptwHD/7R+j2XLkPFGzu2NzOxeE5eTAD4Ph+HYYsRnqtbect6gxtAXahhXxpJSSzSc3M+9/84ieE030sWiaVGtS6DZCiENSyjZFlf3ADDl4kNWpU6dEFj+oUqWKaaYDgNdff73YZWqapmmadpcZp8YCFQxaac+JK7jWr3Z7wSxA+IdwLAh6Li48mIUSn4P2zLUzzN83nz3n9tC4emOyn8guMpi9FTqg1TRN0zRNuw84OThZfO5U5Uc4nZjO6E71b6/wq2cgbAk07QNPv1p0fsPYXouM03sZ71uQlZPFmqNrWBa1DIHgv0//l4GNB2IzyMb6tltBB7Sapmmapmn3gZHOIy0+t8fJGYCODardXuGhC0DmwHPzbqlX2CIrpveKuhTF/H3z+SvpL7rU6cIs11nUqmB5jt3i0AGtpmmapmna/ShPL+ieQT7UrGjHEzXsi9jIjEtHIWoNtHsDqtz5xRIS0hNYemgpP534iUfKP8KHXT7kuXrPIUoikLZAz3Jwl8Tf4pWMt8s43ZemaZqmaQ+4+HiYM4ec7Bz2Nu1ApwbVby8o3D4XythD56kl3sS8snOy+f7P7/Hc6MmWk1t4pfkr/NznZ7o7db+jwSzogPauWLRokWllrztt+fLlhIWF3fF6zp8/z/bt27l27dodr0vTNE3THmZ/XrhGYloGHW5nuq6/98Kx/0Gn/0D5qiXfOMPFYyeSTzAiaATv//o+Tas2Zd0L65jcejLlbcvnzz9yJLRqBW5uMHAgZGeXSDN0QFuItLQ0vLy86NKlC8OGDUNKyciRI00zDQwaNIiRhkHTiYmJVKxY0bT4gpFx5TBvb+9bqvvixYs888wzpseZmZl4enrSsWNH02pf5tIWLFjAp59+alpJzJJTp07h5uaGu7s7r732GlJK5syZY1qx7Mknn2TBggVERkby7LPP0rFjRz788EMAjh07xsCBA9mzZw9dunQhIyPDbB0nT56kW7duODs78+6771pss6ZpmqZpmJ+X1cmJvSeuALcxflZK2DYbKj6qhhvcAZnDh+Ab7Uv/Tf2JT4nn/U7v83X3r6nvUMjFa599BqGhUKUKbN1aIu3QAW0hAgICaN++Pbt27cLOzg7jPLnR0dH5/gJs27aN69ev39Q7GhAQwLhx4yzWYW7p26SkJEaMGEFaWpop32effUbr1q3Zs2cPP/74I9euXTObVrp0abp168aePXsK3TdfX1+WL19OSEgIp0+f5siRI8ydO9e0sELz5s0ZPnw4EyZM4NtvvyU8PJx169YRFxdHTEwM3377LXPmzKF+/frExcWZrWPZsmXMmzePqKgogoODuXz5stk2a5qmadrD7sSJE9jZ2d28ENPIkYQfv0L9GhV4tHK5Wyv06CY4cwDc/gtlyhed/xb9nvA7gzYPYlnUMtzruvPTiz/h+YSn9cMLrlyBAiuo3i59UVghHB0dWblyJV5eXvj5+ZnSy5QpQ0JCAra2uesoBwUFMW7cOIKCgujevbsp/cSJEzRpouZZ8/HxITMzk927d5OSkkJQUJDZpW9TUlIIDAzkxRdfNKWFhoaycKFanq5z584cPHjQbFrXrl1xdXVl9+7d+Xp4C3rvvfdM9xMSEqhePfc0xoEDB6hTpw6Ojo4kJiby2GOPAVCtWjVSUlLo168fWVlZbNmyhaSkJBo0aGC2jmrVqhETE0ODBg24ceMGDg4OFtusaZqmaQ+zhQsXkpmZyeLFi1m8eLEpPSMrh/1xifR1qXNrBWZnwo65UL0xOA8p0bZevXGVZYeXsfbYWqqVrcbHXT+mW91u1hcwYQKkp0PVqtC+iPlwrfTABLS71x7jyunUEi2z+mP2PDOgkcXnPT09SU9Px9vbm65du7J06VIAWrZsSWBgIC1btjTljYiIIDw8nG7dCn9Bjx8/TlhYGPPmzSMkJMTsggvmVv5KS0vD0dERgKpVq3Lx4kWzaQDlypUjPT29iL1XAgMDadasWb6VuT755BPmzp0LQMeOHVm2bBlVq1YlPj7etMxuamoqa9eupV69ehZ/ifXo0YNPP/2UM2fO4O7uTunSpS22WdM0TdMeVn///Tfr16+ndOnSfPPNN7z11lvUrFkTgKjTyfyTkX3ry91GroKE4zBoDdiUTLiXnZPNhuMb+CTyE1IyUhjQaADjW42nsl3lWyvos8+gQweYPBkWLoR33il22/SQg0LExsbSo0cPoqKiuHz5Mt999x0ALi4u+Pv74+LiAkBMTAxXrlyhX79+pjGzRuXKlSM1NTcQHz58OAB169YlIyPD7JADc+zt7U1BampqKjk5OWbTAOLi4ky9qoU5efIkS5Ys4eOPPzalJScnc+nSJZ544glADU148sknWbZsGdOnTzcFrw4ODqxcuZLMzEwOHDhgtvyFCxfi7+/Pe++9R3p6Otu2bbPYZk3TNE17WC1YsIDRo0dTqlQpXnrppXw9tHuOX6GUgPb1b2H87NWzamaDep2gca8SaWP05Whe+uUl5kbMpX7l+qz1WMtM15m3HswalSqlxtCW0NDDB6aHtrCe1DvFz8+Ppk2bMmLECJo3b2664MvFxYU333yTxYsXEx0dTXBwMDNmzGDKlCm88847BAcHM3r0aAB69erFunXrGDFiBAAVCowVMTfkwJzWrVsTHh5Ov379iI6OxtXV1eocjgsAACAASURBVGwawMaNG/MNKTAnKSmJwYMHs2LFCipXzn0z/vTTT/Tqlfvmt7GxoXHjxgAMGaJOWbzxxhsMHjyYzp07k5ycjIODg9k64uLiOH36NDVr1iQyMhJPT0+LbdY0TdO0h1VkZCQbN27k448/5u2338539nbviSs0d6xM5fK2hZSQh5SwaSLkZMILnxZ7EYUr6Vf4+NDH/HTiJ2qUq8HCZxbS6/FexZuGa8IEKG8Y07tmTbHaZ/TABLT3wqRJkxgyZAjffvstlStX5vvvvyciIgInJycaNWpEPcNSb8HBwSxZsgQAd3d3Pv/8c1NA6+HhwcCBA+nZs2ex2jJixAh69erF7t27+eOPP2jXrh2Ojo43pYWHh1OjRo18Y2LNWbhwIadOnWLChAkAzJ07ly5duhAcHMzUqfnnqZs1axaLFi0yvXmnTZvGsGHDEELQvXt3GjduTEhICH/88Qfjx483bTd37lzc3Ny4fPkyHh4euLu706hRo5varGmapmkPs/3793Pjxg0A6tSpY7rAPO1GFodPJfNq51tY7jZyFRzfDj0XQ7UnbrtNmTmZ/PDnD3wR9QXXs6/zcvOXGdNiDBVsi3kRl79/8ba3QJidIuIeaNOmjTTOImB07ty5fGM7H1RnzpwhLCzM7HjZW3Hu3DnCw8N5/vnnTb2qBdM++ugjJkyYkO+CtfuNuf0o+Py/4XXXNE3TrJeWBkOHQmIi1K0Lq1aVzAqt9yUhVE9qnvs3btygUqVKpsAWIOTPi7zif5DvRrWjU0MrxtAmn4IvOkBtZxj+szqtfxsOXDjA+7++z/Hk43Ss3ZHpT0/n8cqP31ZZxSWEOCSlbFNkPh3Qavcb/bprmqbdp/z91cT4d8CXX0JKCkybBqNHw5gx0LbtHanq3rMyoH3r/6L5328XODjrWcra2hReppSw6kU4ewje2HtbS9xm5WTxedTn+B3xw9HekWltp9H1sa53fJWvwlgb0OohB5qmaZqmWecOLuPu6AgrV4KXF+SZKfOhdSMrm+DfL9C92SNFB7MAB7+BuF3gsfS2gtkLaReYHjadyEuReDf05u2n36Zc6Vuc9/Yeuu8DWinlPf1loN1d98sZA03TNO3u8vRUU5N6e0PXrrB0KdhYEcfdsjvYy1ySdh+7Qsr1LDxbWHHGMjEOts6G+l2h9cu3XteZ3cwIn8GN7BsseGYBHvU9bqPF99Z9PW2Xra0tqampOsh5SEgpSU1Nva/H/2qapml3Rmws9OgBUVFw+TIYZsoseXewl/n/2bvv6KiqLYDDvzvpjRQSUiCF3juhSBdRFAX0qYgKYgEFRRFBUVSCCiigiCACigRUQGwIoiAiRYp0EkJv6ZWE9Dblvj9GekgmySSTkP2tlfWSO/eeswd9uHPmnL3N6bfweNwcbUquP5ubBquGgcYKBi8o1cbjXG0uc/bPYeyWsdRxrMP3939fLZNZqOIrtB4eHqSlpUl71BrExsYGDw8PS4chhBCikn31FbRoAU89Ba1awX+VMmukfK2ezceTeKCtH7bWxaw95mfCtw9B2nl48idwNb2b2NborczcN5OEnAQebfIok4InYW9tb4boLaNKJ7RWVlZ4eXlZOgwhhBBCVLBXXoEnnoBly8DVFVatsnRExavIqgxbTyaTU6jngbbFbDfQ5sGqxyDxKAz9Durfut39tRKyE5i5byZbY7bSyK0RoQNC6ejd0TyBW1CV3nIghBBCiJrBzw+2boVt2+DXX6/W3TdV6JHQigjrlr75Brp1g+3bwc4ObijUVC7rw+PxdLaj6626g+kKYc0IiNoNDy6GpgNKHFNv0LPi2AoG/zqYfxP+5dWOr7LmgTW3RTILVXyFVgghhBDCFJHpkZU6X7mqMgQGXl3ODby+IkF2gY4tJ5IZGuyPlaaIJV+DHn4ZDWf+hPs/hdYPlzhdbFYsb+96m4NJB+ldrzdvdXkLP+fbqzymJLRCCCGEqNnKUPmgXFUZijmYtuVEEgU6Q9HbDVQVNrwGx36B/u9Dp+IrGqiqys9nfmbW/lloFA0fdP+AQQ0H3ZbVo2TLgRBCCCFKFhQE06YZVxaDgipkinPnzlV+ZaOgIHj66VK/L3NXZbCysqJDhw6sD4vHp5Y9HQPcb75p6ww4uAx6TIDuLxc73sW8i7z090uE7AmhtWdrfh70M4MbDb4tk1mQhFYIIYQQNwoKMiZ4FZi8FmXQoEGcPXvWfAOGhl7/c1FJeVSUceVTVY3fm+irr+CXX4yrsuaoymBtbc3GLTvYfjqF+9v4orlxu8HexbBjFrQfDv3eLXasI8lHeGT9I+xN2MvkzpNZcvcSfJ19yxdgFScJrRBCCCGuV1SSFxkJU6car1VQLVe9Xo9ery/1cz5zfJi2fRrKNAWfOT5XX7gxziLe175Od/J927tRFeWm/azFeeUVY77cpw/s2wfDh5c67JtsOp6IVq/evN3g6I/wxxvQ7H7jvtliVll/PP0jT296GgdrB1YNXMUTzZ9Ao9z+6Z7soRVCCCFE9REUdDXJDgyEyEiScpKuvHzt9yU5nZTF0/dOIqdQz443PmT2w20wtbjC5aoM5rQ+LJ4AD0fa1HO9evHsFvjlBQi8A/63FKyKTt20ei0f7vuQNafX0N2vOx/1+ghXO9ci770d3f4puxBCCCEs78aP/8uqjFsEgKvVBRSFjEbNGL3iAA621oyziuf3owk8tHA3MWm55omzlFKzC9h9LpX72/he3ecavRe+Hw5ezWDYKrApuvHBxbyLPPvns6w5vYZnWz3L5/0+r1HJLEhCK4QQQtQs5kosS6sCW856O3nf/H1R+2X/2zah1xt45a3lxKXnsejJDrxmE8eykcHEp+cxaMFOdp+9aL7gTNmPPHIkSocOfPftG7yw8C3Q6+H8NvhmCLj4wJM/gn3RCWpqXirPbHqGk2knmd17NuM7jsdKY2q5hduHJLRCCCFETVKBiaWlJE5MZGrvqahTVRInJhovFrOS+/Gfp9h2KoWQQS3pFGRst96naR3WvdQDT2c7hn+9j5V7o80TnIkryrPuf5Fpry2kll8d+Ho6fPcouNeHp/8wJrVFyCjIYPTm0SRkJ7Cw30IGBJXcYOF2JQmtEEIIIWqMDR5NWLjtHMM6B/BEl+sPgQV5OvHLi93p0ciTKWvDORKTXuxY+/btIyUlpdwxZeZrOZuczf861IVzR2DPHPBpBSN/AxfvIp/JKszi+c3PE5kRyWd3fkYnn07ljqM6k4RWCCGEELefa/bLXq5ecDIxk4kpHnQMdCdkUIsiH3O2s+azYe1xtCtk/OrD5BTobjnFnDlz2GqGk2FRqblM+2sxTz/ZHU4egG7dYcSv4OhR5P252lzG/jWWU2mn+KTPJ3Tz61buGKo7SWiFEEIIcfu5ocyY3qAy6YdwnOys+eKJDthZ33qfqauDDT3bXCAqLZcPNhyv0DANBpX41Ezy/9cQq5E50CII4oLBzqXI+/N0ebz898uEXwxnVu9Z9PbvXaHxVRdStksIIYQQt73V+6M5GpfBvMfaUadW0dUCruXjkcXzvRqyaPs5+jatw90ti97HWl4nd/xIT8NeHPIU6DYOVA3k3tylQWfQse7cOhYeWUhybjIzes6gf2D/CompOpKEVgghhBCmKeKUfuiRUEa2G1npodwoyC3olq9dyilk9qZTdKnvwaAbmxYUY0L/JvxzJoXJPx+lXYAbdVxKToRNlnMRNk6mxdEfyMQGdW8dlFPbja+tXHnlNlVV2Ry1mfmH5xOZGUkbzzbM7DmTYJ9g88VyG5AtB0IIIYQwzciRN12KTI8s97BnzpzBYDBc+fns2bPX/WyK4pLqWZtOkZWv473Bra7WeDWBrbWGeY+1I6dAx6QfwlFVtVQxFUmvg/1L4fPOqMfWssDwMLPe/gvNsVOwa5fxKzAQnUHH5qjNPLbhMV7b/hpWihXz+s7j2/u+lWS2CLJCK4QQQgiLGj9+PMOGDQMgJSWFwYMHExUVhYtL0ftISyM8Np3V+6N5pnt9mvqUfrxGdVyYMrA57/56jKU7L/BczwZlC0RVobE1fHEHXDwFgd35K2gSczbl8kOn+lduyyjI4KczP7H65GoSchKo61yX6T2mM7D+wBpZX9ZUktAKIYQQwqJee+01xowZA8DSpUsZPny4WZJZgwrv/HoMT2c7xt/VuMzjDO8ayM4zF5n++wlcHWx4pJN/6QZIPAqbpsDjjmDQwdDvoNlAQpfuJcADOgW6cz7jPCuOrWDD+Q3k6/Pp4tOFyZ0n07teb0lkTSAJrRBCCCEs4vL+2759++Lt7c3JkydZu3Ytx4+bp7LAGr0nYTHpzB3aFhd7m6JvykyA2vGw5X3IiIH0GMiI5RlVCz7B0OReFI2Gz4a1Z9SKA7z+Uzg2VhqGtK9bcgCp5+AhB1jUExzc4I982PUvWNsSn57H7nOpPNbDwPit49kasxVbK1vub3A/TzR/gsbuZU/AayJJaIUQQghRqXzm+JCUkwTA5L8mkzgxkZCQEPr168fw4cPx8zP94NatpOcW8pGuHp2DPBjS7hbJZ+o5CB0IWQmw0wpq+YGrPwR0xeXMRlj9OHg1h54TsG/5ED3bnkCnb8aENUewsSrmGFJGLGz/CA5/B02tocd46P4KTPYAa1tUVeXT3WuxD1jJbxcjcbVz5fm2zzOs2TA87IuuPSuKJwmtEEIIIa53uSnB5e+BHw/G8tfxJAa28aV/C2/sbUz8GDwo6GrL19BQiIy8kswCV77v27cvffv25Z133il3+DkFOl749iCZWDNtcMuiD4KlnYfQ+0FfCM9tAd92YGVMi3zm+HAxP4nRdrVZCPDzKNg6nXYOroz078m6jFROrllLVuwJOPk7bI8EbR7oCiD3Ihz7xThH8HPw6ByYEXJl2gOJB5h7cC7hF8Oxt/dgYufJPNjoQRxtHMv9vmsySWiFEEIIcb3ISAgJMX4BWr2BjzaeJDW7gI3HEnGxs+a+1r482KEuRR38L9QZSM0pICWrgItWXqQd2EmPRp74uDncckpFUfj777/LHXpGnpanl+0jLDaDT2zO09z3/ptvuhQJoQ+ALg+eWg8+ra97OSknCRT4ojCVhWOSeWqWN6MvnaXZJQ26+DD+h4JirbI3IxeOngODDWiswdre+NVmKPR+A9z8IWc2AKcvnWbe+AB2bHoaN1tP8hMeIqTvUzzRvIyHzMR1JKEVQggharJrV1ADA43J7A22nEgiJauAJcM74mRnzc+H4vgtPJ7vD8QAwSzftAErjYJGMSamhbprSm49EgI/hFHXzYGfnT3wrsC3cimnkOFf7+VUYhafP96eAQeSb74pPdqYzBZmw1Prbkpmb6LRsKLgIiuuWeTd3X8Xtb192LV2JBFW3XDrcTft27bBy8vrukdVVeVwY0d++OdNNpzfgHMTJ8Z3GM/vuxpSoNfxvw6BZnjXAiShFUIIIWq2qCiuLLNe+9H8NU0UVu6LwdfVnjub1cHaSkP3Rp68P6Qlm48n8fX+DfQO7I1BBYOqoldVnGyt8XS2w8vFDs+7epG7YxejVxzg6YensqZAZ564DQbw1cCO2XD2bwyJRynQOjDD4IJfoD+eZ+uBnztsnQk29mDjCNZ28M8nUJABI34F37Zlmnr7jh0cP36clvVqczhby0MPP8rBvbuvJLQxmTGsP7+e9efWEzulAQ7RWxjRYgSj+k7m8MEHOBi5n/cHtzR924YokSS0QgghhLjZf00UYtJy+edMCq/0a4z1NQehHG2tGdyuLofT45nQp+mtx7EtgMZeLKzfgWcensqYbw+CagWK3vRYQkOvNnXw08BPo+Dc3zDaGf7+gLzardik9gB9Dr3rgbt6Cc6fgdw047aCa9m7wvBfwK+96fPfYMyYMTRq1IhOnTrhk3uKC3Ub8lfmYX7e+zNhKWEcSz2GgkIX3y6M+eRf7toWh6ONI2rOJOb8eYp67g4MDQ4o8/ziZpLQCiGEEOKWVu+PRgGGBpey9upl/21h6B0SwsyB7Xn9p3BqW71Eqs08MLVpV2QkJB2HrdNhlDOc+RO1yd2c+nwbnz7yGRsjDbg62LD0mU64B91QJcBgAF2+8Uuba0xo7cpX4/Z8wXm6De3GltVbKMgtoP6U+iw6Ph0HaweaezRnfIfxDGwwEB8nH7jnK+PqMLCxyR1ExGUy++E22FpLs1ZzkoRWCCGEEEXS6g2sORDLnc3q4Ot66wNdpno02J+49DzmbQGdkkKGzcqSH0o9B/wBX3wKdi6oW/P54+PNLNiVxPHgIXin2fDWffUZ1jmg6FqzGg3YOhq/MK0klreTN0k5SXg7eZOjzcHJ3gkHWwec7J1wtHdkxB8jMLQ0kJeRR71m9Rh+x9uEbjXwSv+ePNezUZFj6g0qH/d8koZeTjxoSg1bUSqS0AohhBCiSJcPgw3rbL6Px8ff1Zjp2xbipnscrRJLrvWOqy9q89jwz4cMdPSBuIMQdwjSzgHW0P0V1DteZtqWtwj98QwNvZyY9fs8Bh/6Aztr8+1FTctP44vBX3Aw6SARFyPotrIb9X2MrWkLtAWkZ6ezfNBygr2DWZq7lF69etGpUyfOXdjP3M1nGdimbpHJ/69H4jjrGcDn/Ztet3VDmIcktEIIIYQo0nd7o/F1tad3E68iX7/cIGHRgUUkTkw0aUxFUUi1WYCNIQB37bMUWO2Ds1vgyEo4+RsDdfnGG118oW5HaP8kbImH/tOYvfEkoZ0G8WyP+ky5rzmaiX3hFsnsoUOHePvtt/n9999LjCkyI5KtMVvZGrOVI8lHUFHxsPeglWcr7ql/D69vep28gjz0BuO+3/6B/QFjy97LPhjSiv5ztzNt3XEWDe943fhavYFP/zpDi6Rz3NvqPpP+nETpSEIrhBBCiJsYD4NdZPxdjW+5oni5KcK1jRJMouhxt13Ii/puDFFrwbcPgb0btH+S1blJPHbPLGPXrsu2hPD51rMs3HaOxw//wdsz5xfdLOEa7777Ln/88QcHDhygU6dORd5jUA28s+sd1p1bB0BT96Y83/Z5+vr3pblH8ytzjF07tsS35O/hyMv9GjNr4ykm/RBGcJAHreu50ljRsOZADNFpuXy94xs0mpdN/EMSpSEJrRBCCCFusmpfNBqlHIfBbiUrkSWqPc8oyWC1nu2G1tjd/xKeHYeAtR0nt4Vcn8wCX+u8mb3pFA+2r8sHHy1EURYUO8XZs2fZuXMndevWZdq0aaxfv77I++YenMu6c+sY2XIkw5oNw8+5fC13R/VswImELDZGJPLDwVgA7F79Ac1vJ+gQ4Ebf8wfKNb64NUlohRBCCHEdcx8GAyDAF7bOgN3zeQobPqOQTxQnFO14HjhXn8+72BX52Op90bynC2BASx9mP9wGDUW0JrvB9OnTefTRRzl06BCHDx8ucpX2uxPfEXoslGHNhjGh44QSV3xNYWOlYf6w9hgMKpGpORyNyyD8tRDOPDGK1/o3QXmx3FOIW5BdyUIIIURNERQE06YZGyhc0zjhRn8dT+JidhkOgwUFGce+cfwjqyB1Dmz/CJrcQ09HeyYoBcQqaegdN7EhPIF9F9KuG8pgUFnw9xne/OUofTTpfDasvXHrQ2Dg1TkCb+60lZSUxPr16xk6dCgajYbJkyfz8ccfX//+ov7io30fcaf/nbwR/IZZktlrrQhfTgMvZwa3q8s7f3/Fimc609bfzaxziOtJQiuEEELUFJe7gqnq1Xa3RQjdHUldNwf6NK1TvvENBtj8Lqx9AdyD4NnN8Egoe19PRp2qMrX3VM5O/gJfV3ve++0YBoNx9TUzX8vobw4y58/TDGrrxyKbs1frtkZGwtSpxjmKaNNbu3Zt9u7di4uLsdbsCy+8wPvvv3/l9cPJh5n8z2TaeLXho14fYaUxf7euyPSb4xIVSxJaIYQQQlxxNDaDvRfSGHlHEFaacqxcaoC1Y2DXPOj0LDyzEfw733Sbg60Vk+9tRkRcJj8eiuVSlgOD5u9k26lkph78gU+HdcD+vZBiV5SvZW1tTcOGDa/7uVEjY23YCxkXGPf3OHycfJh/53zsre3L/v5utRotLEL20AohhBA12eWP8P/7funO8zjZWjG0czkOgxVkwTBHCF8Nd74NPSdenaMIg9r6Ebo7kpm/nyCroDnujnpWje5K8MyBxpVYKPZ5U+Rqcxm/dTxWihVf9PsCd3v3co13ZTXaDLGJ8pMVWiGEEKKmKGr/6TUf4SeEneC38ASGBgdQq6iuW6bITobQ+6GBFQxaAL0mlZjwKYrC1AdakpGnxaNWLhvG9SD4xha25aCqKh/8+wEXMi7wUa+P8K9l5soNwuIkoRVCCCFqihL2n4bujsSgqjzdPaj0YxfmQDdb+OIOSDkFq/Ogw/BiHwlyuzrPgO+bEW37NPvznqDNkjLMX4yfz/zM+vPrGdNuDF19u5pn0BIOp4nKZVJCqyiKh6Io/RVF8azogIQQQghR+XIKdKzcG829rXzx93A0+TknFSaptvBpG7jbHrxbGvfLntGV+OzIdiOvfJ+Uk4RekwKKofSNGopxMu0kM/bOoJtvN0a3Hm22cYmMNP5iMHXqlV8OfOb4oExTmLZ9Gj5zfMw3lyhRiQmtoijuwG9AZ2CroiheiqIsVRRlj6Iob19zn0nXhBBCCGFBRR1gCgrihwMxZOXreLZnfZOHGq7acAFnZmEPvm1gaQ6M+BX82pkv3qKYeAjLoBp4bdtruNm5MbPnzAqpaHCtaxNxcyblomSmrNC2ASaoqjod2ATcCVipqtoNaKAoSmNFUR4y5VpFvQkhhBBCmGjkyJsu6Uc8xde7IukY6E6HABMPS53byjLsOYWBbuTA8F8gVm/eWG+liPdwI1VVic2OJS47jlm9Z1HboXbFxyUspsQqB6qqbgdQFKUXxlVaD2DNfy//CfQA2pt47Yy5AhdCCCGEeWw+nkh0Wi5v3tvMtAcuRcKPT3MCAwPIJacKHvLfeGEjmQWZzOgwg47eHS0djqhgpu6hVYChwCVABeL+eykN8AacTLx247ijFUU5oCjKgZSUlLK+ByGEEEKUw1f/XMDfw4G7W5qw77MwF1Y/CaqBIRWdzJbx4NW+hH18d+I7XGxdGNlyZMXFZwo5PFYpTEpoVaMXgXDgDuByY2fn/8bINvHajeMuUVW1k6qqnby8vMr8JoQQQogaJzTULMMcjr7EgahLPH1H/ZIbKagqrBsHSRHwv685p6hmieGWLh+8ukVVhqLEZ8czcftEfJx88HfxR6OUv6CTt5N3kd+bpAzvQZSeKYfC3lAUZcR/P7oBH2LcPgDQFogEDpp4TQghhBClFHok9OaLJSVHJnSyUlWVjzaexM3RhkeDTajNumcBRPwI/d6BxneVfH8ly9PlMX7reHQGHZO6TMLGuoy1dG+QODHxSqvexImJt7yvXImvKBdTOoUtAdYoivIcEAGsBXYoiuIH3At0xbgN4R8TrgkhhBCilCLTI0v/kAmdrDYcTeDf82l8MKQVznYlpATnt8Pmd6H5IOgxofTxlMDbyftKZYCyJIOqqhKyO4STaSdZ0G8BPfx60GplK3OHWazLyW7okdDrSpKJilfiCq2qqpdUVe2vqmovVVXHqqqaAfQB/gX6qqqaoapqpinXKupNCCGEEKJ0cgt1zNhwgha+tRjWOaDkB7ZMA7dAGPJFhbR6NXUV9FZWHF/B7xd+Z1z7cfSq1wuNRkP9+qaXIDPFtY0giiPJbOUzZYX2JqqqXuJqBYNSXRNCCCGE5S3ado74jHzmDWtf8t7ZlFMQdxDung52zpUTYCnsid/DJwc/oX9gf55r/VyFzVNkompiTVxRsaT1rRBCCFHDxKTlsmjHeQa38yM4yKPkB46sBMUK2jxa8cGVUkJ2Am/seIMGrg34oPsHKBWwelwsE2riiopXphVaIYQQQlRf7/92HGuNwpv3Ni/5ZoMewr+Hxv3BuU7FB1cKBfoCJmybgNagZW6fuTja/Neyd+RICAsDV1fw9oaVK8GqYruECcuSFVohhBCiBtlxOoU/jyfx0p2N8HG1L/mB81shKwHaPV7xwZXSh/s+JCI1guk9phPkGnT9i/Pnw7Zt4O4Of/5pifBEJZKEVgghhKghtHoD09YfI6i2I8/2MPHA1JGVYO8GTQZUbHCl9MuZX/jx9I881/o57gy489Y3XrwITk6VF5iwCNlyIIQQQtQABoPKu79GcC4lh69HdsLO2oSP4PPS4eQGaD8crO0qPkgTHU89zgf/fkBX36681O6lom8aNw7y8sDDA7p1q9wARaWTFVohhBCiivKZ44MyTWHa9mn4zDGhLe0tGFCYsjaCVftieLFvQ+5sZmKd12O/gC7/ltsNLteLvVI3thLavKbnpzNh2wQ8HDz4qNdHWGlukZjPnw/Hj0NwMHz4YYXEIqoOWaEVQgghqqjLjQZu/L40DAaVKfeMZdW+aF7s25CJdzc1/eEjK8GrGfi1L/Llm+rFXu5eFhJi/CqD4mq96g16Jv8zmeTcZJYPWI6HfQkVGjQa4x7arKwyxSKqD1mhFUIIIW4TN7bINRhU48psu3uvJLMml7W6eBZi9xlXZyuxFFZxTQkWhS9iV/wu3uzyJq29Whc/0Lhx0L07bN4ML75o3iBFlSMrtEIIIURVEBRkbFcLxo/rL692lsK1LXKvbjOI5sXd3zNx5vLS1WgNWwmKBtoMLXUcFdFsYHvMdhaFLWJIoyE83Pjh4m8ODTX7/KJqkxVaIYQQoiqIigJVNX5dTmzL4c8mXVm1L5oxfRoy8Z9vSpfMGvQQthoa9gOXMuzdNXOzgZjMGN7c+SbNPZozpcuUym+eIKo8SWiFEEKI29DaFn3wcrEzbjMo7cMXdkBmHLQbVhGhlUqeLo9Xt72KgsInfT7B3tqE2rmixpGEVgghhKhOgoKMe1qnTbvlR/uZ+Vr+btSZgVt/wMpKU/qKA0e+AztX1IUGiAAAIABJREFUaDqw3OGWh6qqvL/nfU5fOs2HPT+knks9i8Yjqi7ZQyuEEEJUJ5e3JsAtD2ttikik0MqGwXc0gr/U0o2fdwmOr4MOI8DGsquha06tYf359YxtN5ae9XpaNBZRtUlCK4QQQlRzPnN8rpT1WnRgEf3dfyXAw5F2OTmlHyz8B9AXQIfhZo6ydMJSwvhw/4f0rNuT59s8b9FYhHkVnD1LyvwF+M2cgcbR0SxjypYDIYQQopq7tkZtSnYBu85e5IG2vqWvtqWqcGgF+LY1fllIal4qE7ZNwMfRh5k9Z6JRJF25XeTs3UfksMfJPXQQbWJiyQ+YSP4NEUIIIW4jTvoeGFQY1LZu6R9OOAJJR42tbi1EZ9Dx+o7XySjIYG7fubjauVosFmFeGet/I/q557CuU4f6q1dj16CB2caWhFYIIYSooq60lKX49rLX3uem9qOZjwtNfVxKP+Ghb8DaHlo/Uq64y+Ozw5+xL3Ef73Z7l2YezSwWhzAfVVW5uHgJ8ZMm4di+PUErv8Ombhl+4SqGJLRCCCFEFZU4MRF1qsqywcuutpmNjDRuDZg69Urzhcv3TQiejkbXmAfa+pV+ssJcOPoDtBgMDm5mew+lsTlqM8siljG06VAGNRxkkRiEeak6HYnvTiVl7lxq3X8//l99iZWr+Vfd5VCYEEIIUcUV1w72WhcSPQAYVJaE9sQ6KMi02HaDiIsRvL3zbdp4tuH14NctEoMwL312DnETXiVnxz/Ufv55vMa/UmFNMSShFUIIIW4TFxJq0yHADX+PMpwcP7QCPBpAUA/zB1aC46nHGb15NO727nzS5xNsrWwrPQZhXtqkZGLGvEDBqdP4TJuG+9BHK3Q+2XIghBBC3AZOJ2VxKcvx+tXZWzReuMnFsxC1C9o/ecvathXlVNopRm8ejbONM0vvWXrdfmBRPRWcOUPkY49RGBmF/xcLKzyZBVmhFUIIIW4L647Eo1FgYJtrEtqRI017+PA3oFhB28crJLZbOXvpLKP+HIWdlR1L71lKXWfzHhQSlS/n33+JHfcyir0dgd+swKFly0qZV1ZohRBCiOromtVXVVVZFxZP90aeeLnYlW4cvRbCVkHju6GWr3ljLMb5jPM89+dzWGus+fqer/F38a+0uUXFyFi3juhRo7H2NpblqqxkFiShFUIIIaqna1Zfj8SkE52WW7bqBmf+hOwkY6vbSpKYk8ioTaNQUfnqnq8IrBVYaXML81NVlYuLFhH/+hs4duhA0MqVZi/LVRLZciCEEEJUc+vDErC10nBPS5/SP7x3Ebj4GVdoK0FWYRZj/hpDri6X5fcup4Gr+Yrri8qnarUkvvce6T/8SK1BD+D3wQcotpV/qE8SWiGEEKIa0xtUfguPp09TL1wdbEr3cOJRuLAD7goBq4pPCbQGLa9te43IjEgW3rWQJu5NKnxOUXH02TnEjR9Pzs6d1B7zAl4vv1xhZblKIgmtEEIIUY3tvZBKclZB2bYb7FkINo7QcaTZ47qRqqpM/3c6exL28N4d79HNr1uFzykqjjY5mZjnX6Dg9Gl8P3gft4cftmg8ktAKIYQQ1dj6sHgcba24q3kpy11lJRo7g3UcCQ7uFRLbtZZGLOWnMz8xqvUoHmz8YIXPJypOwYULxDw3Ct2lS/gv+gLnnj0tHZIktEIIIUR1Vagz8PvRRPq38MbB1qp0D+//Cgw66DqmYoK7xh8X/mDeoXncV/8+xrUfV+HziYqTd/QoMaOfB0UhcHkoDq1bWzokQKocCCGEENXWzrMpZORpS9/qVpsH+5dC03uhdsOKCe4/kRmRvLvrXTrU6cD73d+32B5LUX7Z/+wk6qmRaJycCFr5XZVJZkESWiGEEKLaWnckHlcHG3o29irdg2GrIS8Nur1YMYH9R2fQMWXnFGytbJnde7a0tK3GMtatI2bMGGwDAghatRJbU7vQVRLZciCEEEJUQ3mFev48nsTgdn7YWpdifcpggH+/AN+2ENi94gIEQo+FEn4xnFm9ZlHHsU6FziUqhqrXk/LZfFIXL8axc2fqfb4AKxcXS4d1E0lohRBCiGpoy8kkcgv1PNCmlNsNzm2Bi6fgwSVQgR//n0o7xedHPufuwLsZEDSgwuYRFUefmUncpEnkbN+B2yMP4/3OO2gsUGPWFJLQCiGEENXQuiPx1HGxo0uD2qV7cM/n4OILLSuu0oBWr+WtnW/hauvK213fln2z1VDBuXPEvvgShbGx+IRMxW3o0Cr9z1H20AohhBDVTGa+lm2nUhjYxhcrTSmSjKRjcH4rdB4F1hW30vZF2BecvnSakDtCcLev+JJgwryy/v6byEeHos/KIjB0Ge6PPValk1mQhFYIIYSodjZFJFKoN5S+usHOT8HGCTo+XTGBAeEp4SyNWMqQRkPo49+nwuYR5qcaDKQsXEjs2BexDQqi/o8/4Nipk6XDMolsORBCCCGqmXVh8fh7ONDO3830h1LPQcSP0O0lcPSokLhytblM2TkFb0dv3gh+o0LmEBVDn51DwptvkrV5M66DB+EzbRoae3tLh2UySWiFEEKIauRidgG7z6XyfK8GpfsYeOcnYGVrTGgryOwDs4nKjGLpPUtxtnWusHmEeRVGRRH70ksUnL+A95uTcR8xospvMbiRJLRCCCFENfLH0QT0BpVB7Uqx3SA92lh7ttOz4FLKFrkm2hK9hR9P/8gzrZ4h2Ce4QuYQ5pe9cxdxEyagKAoBX32JU7dulg6pTGQPrRBCCFGNrAuLp4m3M818apn+0K55gALdX66QmJJzkwnZHUJzj+a81K7iVoCF+aiqSurSr4kZPRobHx+Cfvyh2iazIAmtEEIIUW3EpeexP/JS6Q6DZSbAoW+g3ePgWs/sMRlUA+/seod8XT4f9foIGysbs88hzMuQl0f8xEkkz56Ny913E7R6Fbb+/pYOq1xky4EQQghRTfwWFg/AA6VJaPcsAIMOerxaITF9d+I7dsfv5p2u71DftX6FzCHMRxsXR8y4cRScOInXq69Se/SoardftiiS0AohhBDVxLqweNr6uxFY28m0B3IuwoGvofUj4GH+ZPNU2inmHpxLH/8+PNLkEbOPL8wrd/9+Yl9+BVWnw3/RFzj37m3pkMxGthwIIYQQ1cC5lGyOxWfyQBtf0x/a8zlo86Dna2aPJ1ebyxs73sDVzpVpd0y7LVb5bmeZf/xB9DPPYuXuTtCa72+rZBZkhVYIIYSoFtaHxaMopdhukHcJ9n0JLYeAVxOzxqKqKtP3Tud8xnmW3L0ED/uKqWsrzCPtm29JmjEDhw4d8F/4OVaurpYOyewkoRVCCCGqOFVVWRcWT5f6HnjXMrHY/aEVUJgFPSaYPZ61Z9ey7tw6xrYdS1ffrmYfX5iHqqqkzP2U1CVLcL6rH3XnzKlWzRJKQ7YcCCGEEFXcsfhMzqfkMKhtXdMeMOhh/1cQ2AN825g1ltOXTjN973S6+HZhdJvRZh1bmI+q1ZLw5lukLlmC29Ch1Js377ZNZkFWaIUQQogqb31YPNYahXtb+Zj2wOmNxmYKd39g1jhytbm8tu01XGxd+LDnh1hprMw6vjAPQ24usa++Ss72HXi+9BKeL4697fc4S0IrhBBCVGEGg8pv4Qn0auKFu5OtaQ/tXQy16kLTgWaLQ1VV3vv3PaKzovnq7q/wdPA029jCfHSXLhHzwgvkH43AJyQE98eGWjqkSiFbDoQQQogq7FD0JeLS83igrYnVDVJOwYXt0OkZsDLfutXas2vZcH4DY9uOlda2VZQ2Lo6ox5+g4MRJ6n02r8YksyArtEIIIUSVti4sHjtrDf1bmLjdYN8SsLKDjiPNFkOeLo95h+bRoU4HRrUZZbZxhfnknzpNzKhRGPLyCFj6FY7BNeuXDlmhFUIIIaoond7A70cTuKu5N852JqxB5WfAkVXQ6n/gZL4tAWtOrSE1P5VXOryCRpHUoarJPXCAqCefBCDw229rXDILktAKIYQQVdbOsxe5mF3IoHYm1p49sgq0OdDFfNUHcrW5fB3xNd18u9HBu4PZxhXmkfXXX0Q/8yzWnp4ErVqJfVPz1hyuLiShFUIIIaqoX4/EU8vemj5NvUq+2WAwbjeoFwx+7c0Ww+pTq0nLT2Nsu7FmG1OYx6Xv1xD78ivYNW9G4MrvsKlrYlm325AktEIIIURVEBgIimL8Cgwkt1DHpmOJDGzji521CeWxzv0Naeeg8/NmCylHm8OyiGV0r9uddnXamW1cUT6qqpLy+eckTp2KU88eBC5bhrW7u6XDsig5FCaEEEJUBZGR1/24+UgcuYV6BrczcdVt32Jw9oYWg80W0qqTq0gvSOfFti+abUxRPqpeT+IHH5C+ajWuQ4bg+/57KDY2lg7L4iShFUIIIaqgtYfj8HO1p3OQR8k3J5+EM5uh9xtgbWKt2hJkF2YTeiyUXvV60dqrtVnGFOWj6nTEvzGZzA0bqD3qObwmTLjtGyaYSrYcCCGEEFVManYBO85cZFC7umg0JSQsqgp/TAL7WtDZfCW1vjvxHRkFGYxtK3tnqwJVqyVu4iQyN2zA67UJ1HntNUlmryErtEIIIUQVs+FoAnqDypD2JlQ3OPYLXNgBAz82W6murMIslh9fTp96fWjp2dIsY4qyUwsLiXttIlmbN1Pn9dep/czTlg6pypGEVgghhKhi1h6Oo5mPC818ahV/Y0E2bJoCvm2ho/mSnG9PfEtWYZZUNqgCDIWFxI1/ley//8b7rTfxGDHC0iFVSbLlQAghhKhColJzOBSdbtphsB2zICse7psDGhMqIZggszCTb459w53+d9K8dnOzjCnKxlBYSNy4l43J7DtvSzJbDFmhFUIIIaqQX4/EA5TcTCHlNOz5HNo9Cf6dzTb/N8e/IUsrq7OWZsjNJfalceTs3o1PyFTcH3vM0iFVaZLQCiGEEFWEqqqsPRJHl/oe1HVzKO5G40EwWye4K8Rs82cUZPDN8W/oH9ifph5NzTauKB19ZiYxz79AXlgYvjNm4PbQg5YOqcqTLQdCCCFEFRERl8n5lByGtC9hu8HxX+H8NrjzHXA2oYuYiZYfW06ONocX2r5gtjFF6ejS0oh6aiR5ERHU/eQTSWZNJCu0QgghRBXxy+E4bK003NfK99Y3FebAprfApzV0esZsc6fnp/Pdie+4J+gemrg3Mdu4wnTaxESin3kWbVwc/p8vwLlXL0uHVG1IQiuEEEJUAQaDym/h8fRp6oWrYzGdn3Z9Bplx8PDXZjsIBhB6LJQ8XR5j2o4x25jCdIWRkUQ/+xz69HQCvvoSx+BgS4dUrZS45UBRFFdFUf5QFOVPRVF+URTFW1GU3xVFOaAoyuJr7luqKMoeRVHeLu6aEEIIIW52OOYSyVkFDGxTzOpsRhzsmgctH4KArmabOy0/jZUnVzKg/gAaujU027jCNLkHDhA59DEMubkEhC6TZLYMTNlD+wTwiaqqdwOJwFDgO1VVOwEuiqJ0UhTlIcBKVdVuQANFURoXda2i3oQQQghRrQQFgaIYv4KCANgYkYitlYY7m9W59XNbpoFqgP7TzBpOaEQoBfoC2TtrARnrfyP66Wewcncn6PvVOLSWNsNlUeKWA1VVF17zoxcQC/gqiuIG+AMxwAhgzX/3/An0ANoXce3MtWMrijIaGA0QEBBQ5jchhBBCVCtRUcZKBQCKgqqqbDyWSPdGtXGxv8V2g9gDEP499HwN3Mz338zUvFRWn1rNvfXvpYFrA7ONK4qnqiqpixeT8uk8HDt1ot6C+Vi5uVk6rGrL5CoHiqJ0A9yBb4FA4GXgBJAGOAFx/92aBnjf4tp1VFVdoqpqJ1VVO3l5me+UphBCCFGdHE/IJCYtjwGtfIq+QVVh42Rw9oYer5p17sXhi42rs21kdbayqIWFJEx5m5RP51Fr0AP4f720RiWzukI95w4lm3VMkxJaRVE8gPnAM8BU4AVVVd8DTgJPA9nA5YJ5zv+NW9Q1IYQQokYKPRJ6y9c2RSSiUeCu5jet/RhF/ASx+41luuxczBbT2UtnWXNqDY80eYQg1yCzjStuTZ+ZSfTo58n4+Wc8x47F76OP0NjaWjqsSlGQp+PgxkhWTNnNxiURpMRkmW3sErccKIpiC/wAvKmqapSiKO5Aa0VR/gW6AH8BBzFuKfgXaAucwrg14cZrQgghRI0UmR55y9c2Hkukc30Pajvb3fyiNg82TwWfNtDucbPFo6oqs/bPwtHGkRfbvWi2ccWtFcbGEfP88xRGR+M7cyZuDw6xdEiVIjezkLAtMURsj6UwX49/Cw863hOIZz1ns81hStmuZ4EOwBRFUaYAfwBLMG472AOswrj6+o+iKH7AvUBXQC3imhBCCCGucc6jLqeTsgl5oEXRN+xeAJmx8NBis5bp2h67nT0Je3gj+A3c7d3NNq4oWl54ODFjxqJqtQR8+SVOXbtYOqQKlxSZScT2WM7sT0avN9CwfR063BNAncBaZp/LlENhXwBf3HD5oxvvUxSlD9AfmKWqasatrgkhhBDiqk2NuwFwd8si9s/mXISdc6HZ/RDUw2xzavVa5hyYQ33X+gxtNtRs44qiZW7eTPyk17H29MR/xXLsGt6+pdG0hXrO7E8iYnscKdFZWNtZ0aybD237+ePu41Rh85qtsYKqqpe4WtXglteEEEIIcdWmJnfQ1t8NPzeHm1/cswC0udDvXbPOufLkSqIyo1jYbyE2mmKaOIhyUXU6UuZ9RuqXX2Lftg3+CxdiXbu2pcOqEFlp+RzdFsvxnfEU5Opw93Wi12NNaNrFB1uHiu/jJZ3ChBBCiHIIPRLKyHYjy/RsXHoeYX5NeKOo1dncNNj3JbR8ELyali/Ia6TmpbIobBE96/akZ72eZhtXXE+bkEDcaxPJO3QIt0cexnvKFDT29pYOy+ySLmQStiWas4dSQFVp0M6L1n3r4dfYDUVRKi0OSWiFEEKIcijusFdJ/jyWCMA9LYuobvDvF1CYDb0mlXn8osw/PJ98XT6Tgs07rrgqa9s2Et6YjKrV4jd7Nq4P3G/pkMzKoDdw/shFwrbEkHg+A1t7K9rcWY82fepRy7OITxoqgSS0QgghhIVsOpZIk5QoGnjdcNo7Lx32LoLmD4D3LQ6LlcGJ1BP8fOZnnmj+BPVd65ttXGFkyM8nZd5npC1bhl2zZtSd+wl29W+fP+eCPB0ndsUT/ncsWWn51PK0p8cjjWl+h2+lbCsojiS0QgghhAWkZhew70IaL53eDYy9/sV9S6AgE3q9brb5DKqBD/79AHd7d2lxWwGyd+wg8b330cbG4vbYULzffBONXRFl2KqhS4k5ROyI48TuBLT5enwbudLjkcYEtfVEo6m8bQXFkYRWCCGEsIC/TiRhUOGe07uvfyE/E/Z8Dk3vA982Zpvvx9M/En4xnBk9ZuBq52q2cWs6bVISSTNmkrVpE7b16xOwfDlOXTpbOqxy0+sNRIZdJGJHHLEnL6GxUmjUsQ5t+/lXSNmt8pKEVgghhDC30FAYObLYWzYcTcTfw4EWyReuf2H/l5Cfbta9s6l5qXx66FOCfYK5v8HttZ/TUlSdjksrV5Ly6TxUvR6v8a/g8cwz1b7rV056Acd2xnP8nzhyMgpx9rCjy+AGtOjuh2OtqvveJKEVQgghzC0ystiXD/s2YcfpFF69qwnXfWBbkG1cnW3UH+p2MFs4nxz8hDxdHm93fbtST57frvLCwkgImUbBiRM49eiBz7vvYBsQYOmwykxVVeJOXSJiexznwy6iqioBLTzo/UQ9AlvVrjLbCoojCa0QQghRiVRVZWafp/F0tuXZnjccGDrwNeSmQm/z7Z3dn7ifdefWMar1KBq4NjDbuDWRPiOD5LlzSf9+DdZeXtT9dC4u99xTbX9JKMjVcnJPIhE74khPysXeyYZ2/fxp2csPVy9HS4dXKoqqqpaOAYBOnTqpBw4csHQYogLl5MCTT0JaGgQEwIoVUE3/DhBCCAB85viQlJMEgLeTN4kTEyEkBKZNM94wdSqEhFy5z9vJm+8GhvHs8gO8P6QVw7sGGv8iVFXQFcDcVsaqBiN+NUt8Wr2W/63/H4X6QtYOXou99e1XB7UyqKpK5rp1JM2ajf7SJTyGP4nnuHFYOTuX/HAVlBKdRcT2WE7vS0KnNeBdvxate9elYcc6WNuYr72yOSiKclBV1U4l3ScrtKLSfPMNdOsGr78Ozz0HBw5AcLCloxJCiLK7nMxe931IyPX/e81rSdkpfPjHSRqkxvJY8L3XD3bsF8hJhu6LzRZf6LFQLmRc4PN+n0syW0YF58+TGDKN3H37sG/bhoAvl2Dfwnyl1CqLQW/g7MFkwrfGknQhE2tbDU26+NCqV128AlwsHV65SUIrKk3durB8OTz4IHz1laWjEUKIUgoKgqgo4/eBgRAZibeT93UrtCVx1vfjTHI2X+xYgY3V81dfUFVjIwXPptCgr1nCjcmKYXH4YvoH9qdXvV5mGbMmMeTlcXHRYlK//hqNgwM+ISG4PfoIikZj6dBKRa8zcGpvIoc2RpGRkoe7jyM9hzamaRcf7Bxvn7bHktCKSvPAA5CXBw89BH37wty5YFW1PtkQQohbi4oyJp5wZb9U4sREQraFENInpNhHvZ28Sc5Ox0M/gvYBbgy4sVRXzD5IOAIDPzbLXiyDauDdXe9io7Hh9WDz7cetKa6tKes6eBB1Jk3C2tPT0mGVik6r58SuBA79GUV2WgFeAS7c+0Jr6rfxRKkGh7xKSxJaUWnOnIEBA+B//zPupf32W3jqKUtHJYQQFS9xYiIPLV3MoTPuvHlvc5TAwKuJa2CgsSuYnSu0HWaW+VaeWMmBpAO83/19fJx8zDJmTaBLTSVpxkwyN2zAtkEDAkJDceraxdJhlUp+jpaI7bGEb40lL0uLT4Na9Hm8GQEtPart4TVTSEIrKs1XX0GLFsYktlUryM+3dERCCFE50nIKOXrBh7ua16FzfY+rZb1CQuDVUfBpa+g6Bmydyj1XZEYk8w7No3e93gxuOLjc49UEqqqSsfZXkj/8EH1uLp4vvUTt0aOqVU3ZzIt5HNkSw4ld8egKDQS09KB9/wDqNnW/rRPZy6p2QmtCYWpRfbzyCjzxBCxbBq6usGqVpSMSQoiKF5+eR8i6Y+j0VrwxoNnNNxxYCqoBOo8q91x6g563d72NrZUtU7tNrRGJTHkVxsSQOHUqObv34NC+Pb7vv4ddo0aWDstkSRcyOfJXNOcOJaNoFJoEe9OufwC161bPCgxlVbUT2hIKU4vqxc8Ptm61dBRCCFEJgoKITs3li+1n+fFgLKoKE+5qSmPvG0+T6+DAd8Y2t+5B5Z52+fHlhKWE8WHPD/Fy9Cr3eLczVVXJ+OknkmbMBEXBZ+q7uA0dWi0OfRkMKpHhFznyVzQJZzOwdbCm3V0BtLnTH2d3O0uHZxFVO6EVQgghqrggt6Drfo68mMNnju349eNtWGkUHgsO4PneDajnXlSh+pOQlwZdXyh3HGcvnWXB4QXcFXAX99W/r9zj3c50qakkvDuV7C1bcOzSBb+ZM7Dx87N0WCXSFuo5uTuBsC0xZKTk4eJhT49HGtO8uy+29jU7pavZ716I/0jTByFEWY1sNxKAfK2ez7eeZfH281hpFJ6+I4hRvRrgXesW9V9VFWyOg3sLCOpZrhi0Bi1Tdk3B2cZZ2tuWIGvrVhLefgdDVhZ1Jr+Bx4gRVX5VNiejgIjtcRzdHktBjo46gS7c/VxLGrb3QmNVtWOvLJLQCoE0fRBClM+WE0mErD9GTFoeQ9r58dZ9zalzq0T2sqjdoI2DLq+X+zfo+Yfmczz1OJ/0+YTaDrXLNdbtSp+VRfKsWaT/8CN2TZvit+xr7Js0sXRYxboYm0X437Gc2peIQa9Sv40n7e4KwLeRq/zScoMqm9BmpadzJjeDDpYOpJqp6iuN586dw9nZGW/vkguQVyZp+iBEDVfGQ8hJmflM+SWCv04k0aiOMytHdeGOhibWK92zABzcofWjpZ73Wlujt7Ls2DKGNh1K/8D+5RrrdpW9YwcJ705Fl5xM7VHP4TluXJWtYKDXGjh3OJmI7XEknMvA2kZDizv8aNvPHzfvoratCKjCCe2al5dh0ARLQltKVX2l8dNPP6VJkyaMGzfO0qFcR5o+CFHD3JjAluEQcm6hjqe+3kdUai6T723GM93rY2tt4se/4T/Aqd/hznfAtuxJSlx2HFN2TaFF7RbSQKEI+owMkmZ+SMbatdg1bkS9+Z/h0Lq1pcMqUkZKHid2xXN8Vzx5WVpqeTnQ/eFGNOvmi73T7dPRq6JU2YRWsUqm0LY1iZ7u+Lz0ynU9scWtyUpj2UjTByFqmHJW0VGByT8d5VRSFsuf7kyvJqWoKHApCjZMAP8u0H18mWMo1BcycdtEUGFO7znYWlXNFUdLUFWVrL/+Ium999GlpVF7zAt4jhlT5VZlC/N1nD+cwondCcSfSQcFglp70rp3Xfybe9yWHb0qSpVNaO38bMlL1bBv6lQGjSv7/+FrGllpLBtp+iBEDREUZGxhC8ZV2jImtl93GsS6sHgm3dO0dMmsQQ+/PG88EPbQErAq+3+GPz7wMRGpEXza91P8XfzLPM7tRhsfT+L7H5C9dSt2zZpRb9EXOLRsaemwrpMclUnE9jjOHkxGW6DH1cuBLoMb0LSLDy4eJey9FkWqsgltg67tOLQB0s4mWzqUakVWGstGmj4IUUNERRmTSbh6wOBykjttmrENbQlJ7r/nU5nR91nuaenN2D4NSzf/P59A9B54cEm56s5uitzEypMrGdFiBP0C+pV5nNuJqtORtuIbUhYsAFWlzuuv4zFiOIp11Uh19DoD5w4lE741lqQLmVjbWdG4Ux2adfPFt6Ec8iqvqvFPuQjBA+4n7Nc/MeTLBujSkJXGspGmD0KIG4UeCb1SkuuyhIw8Xlp5iKBL8cx55N5WX15EAAAgAElEQVTSJSGxB2DbTGj1MLQp+0GwmKwYpu6eSluvtozvKJ9gAuSFh5MwNYSCEydw7tsXn7enYFO3rqXDAowtaU/uSeDYP/HkZhbiWseBHo82plk3X+wcqmwaVu1U2T9JaxsbbLRxqFSt0/BVnaw0CiFEKUVGGs9p3HBWIzI98rqfC6yseeHbQ+RrDaz+eTouX5aiGUJBFvz0HNSqCwM/LnP5GZ1Bx+R/JqNRNMzuNRsbTc0+LKTPyiJl7qdcWrUK6zp1qDv/M1zuusviq52FeTrOHkrm1L+Jxr2xQEDL2rS5sx4Bsje2QlTZhBZAIYEC284U5udjay97SkwhK41CCFF+PnN8SMpJYtr2aXg7eZM4MZHZvZ4iLCadRU92pNF7saYPpqrw+yRIj4KRG8DBrcxxLQlfQnhKOLN7zcbX2bfM41R3qqqStWkTSdNnoEtNxf3JJ/F65WWsnJ0tFpO2QE/0sVTOHUrmfNhF9FoDbt6OdBnUgCZdvKlV28FisdUEVTqhtbJNw2Blx7+//0Kvh4ZZOhwhhBC3q6Cg635Mykm67vuDUWksDR7Mk10DGNDKp3Rj7/8KwlZBnzch8I4yh3gk+QiLwxczqOEgBtQfUOZxqrvCqCgSp08nZ8c/2LdoQb2FC3Fo3coisRTk6YgMv8j5wylEH0tFpzVg72RD826+NO3mg3dQLYuvFtcUVTqh9XTUkV0AMfuPw0OWjkbc7vLy8oiLi6NRo0aWDkUIUdmKa6qg2jDpx3D8MlOYfO+9pRs3+l/YOBmaDIBeZa8Tm12YzeR/JuPr5Mubnd8s8zjVmT47h9TFi0gLXY5iY4P3W2/i/vjjlX7oS68zEBWRyum9iVw4ehGDTsXJ1Zbm3f1o2N4L30au0o7WAqp0Qtu1WXMij+gpSJHfbkQRri2/Y8LJ5JL8/fffLFmyhF9//bXcoQkhbh9uusc5n5LDNxvn42z3jOkPZibAmhHgFggPLgZN2ZOcGXtnkJCTwPIBy3G2tdzH6pagGgxkrFtHysefoEtJwXXIELwmvIpNnTqVFoPBoJJ4PoMz+5M4eyCZ/BwtDi42tOpZl8bB3saVWNkXa1FVOqGtPeYl7EZ+i2owsY2gAGDfvn106tQJTTn+8qwWiiq/Uw4GgwGDwVDucYQQtw9bQ2Nq6R7isWB/eq6+dPXvmsDA4h/UFcIPT0FBNgxfW659s7+f/53159czpu0Y2tVpV+ZxqqPc/ftJmjOH/LBw7Nu0od6C+Ti0bVspcxfm6Yg+nkbk0YtERaSSn63FykZD/baeNO3ig38LD6xkJbbKqNIJLYCixqO3LmWdvxpuxIgRrF27lmbNmlk6lCtOnTqFi4vLlZ9PnjyJm5sbPj6l3IsmhKhRcnKMNbXT0iAgAFasMMvvr6b5P3vnHd9E/f/x52UnbZp0Q+mCUspeIkumogxRBFRkCor76wDXD0UpyviKoLhwoCBDERyIgshQEb9MoWwKbSldlO42Hdm5+/2RggUKtKVAi3k+Htckl/t87nNpcve69+c9JAX+9udwUcgrdw6E4SlVb7thCqTvgnsXQ3DLGg/hVOkpZuycQdvAtjza9tEa91PfsMbHk/Puu5Rt/QtFYCANZ8/GMORuhKtsqLGWOkg+kMuJvTlkHC9EdEmodQoiWvsT2TaAiFb+qDyptuokdf6/ItMVYZV8SYjbTbOOna/3cDzUkC1btrB+/XrCwsIQRZHhw4fz4YcfVl/Qnl9/3YMHDzc0y5ZBt27w0kswcSLs2QM333xt9m1wPoBKiiBbFYuPphoVavZ/7Q4E6/4MtK55AIhDdPDS1peQkPhvz/+ikNX5S/YVY09JIff99yn+ZT0yg4GgF1/Ad/RoZFcx05G1zEHyvlyS4nLIOFaIJEr4BGho2zeUxu0CaNDE4xNbH6jzvw6vUC/M6XBg428eQVuPGTduHG+88QYajYbS0lL0ej19+vSpfkdX6CfrwYOH+kWjRrBkCQwd6i4cc61Qu5pjcN5Hqfw3rPI9VW+YlwTrnofInnDbtCsaw4L9C86m6LrRS9vaU1PJ++RTTD/9hKBW4//E4/g/9BDyCjN7tYkoSqTHFxC/7TQnD+YiOiV8ArV0uD2cqI6BBIbrPdkJ6hl1XtC2vLU3fy6xU5JWcr2H4uEK0Gq1vPzyy7z77rtYrVYWL1581U4WlVX38fAP13UK14OHanLXXWCxwLBh0LcvvPsuyOVXd5+7TxYQZH8Dp5BNoXJh1Rs67fD9w6BQw7DPQF7zS+yOzB18cegLhkcPv6FTdNlTU8n7+BNMP/+MoFDgN2Y0/o88giLg6sTOFGWbid9xmuM7sygrsqHxUtK6VyOad21IQJi3R8TWY+q8Db11tx4o7UVIZYbrPRQPV8gjjzxCTk4OarWa/v37X7X9nF/dx8O5nJnC/fNPUKvdU7gePNRVEhNhwADYvx9yc2H58qu7v21JeTy4aDcuIZ9s9f8hCqVVb7xlFpzeD3d/AD4hNR5DviWfV/73Co0NjXm588s17qcu48jKInPKK5wYdCfFv/6K39ixNN28ieApU2pdzNqtTuK3Z/LD3L18NW0n+zakEhDmzYBHWzP+v7fQ8/5mHovsDUCdt9ACyJ2nkGT/3oooNwparZbY2FgaN2581U4clVX38XAu12sK14OHmvD559CyJTz4ILRuDVbr1dvXH8dzeGzZXhr7e7HZNAVRKKp645Nb4X/zoeOD0OKuGo9BlERe3fYqxbZiPr39U7SKG6u6lFhWRv4Xi8hftAhEEb8xY/Cf+DCKwMDa3Y9L5FRCEQm7s0iKy8Vpc2EM1tFtaBQxXRrgZVTX6v48XH/qhaAVlLnY5M0pzM3CN9ATFV+fefHFF2uvs4iIC1LonF/dx8OFXI8pXA8easqzz8Lo0bB4MRgMsGLF1dnPxiNZ/OfrfUQHe7Ps4S60/FhNdpn7vWCv4Es3NhfAD4+BfxQMmH1F41h6ZCnbTm1japepNPNtdkV91SUkUcT04xpy330XZ24uPoMGETh5MqrQRrW2D5dL5NSxQpLicji5Pw9rmQOlWk6zTkE07x5Cgyaeql03MvVC0KoCRCwmOTvX/MjAiY9f7+F4uB5ULKLw5Zfu4LAzAWKxse7FQ5U4M4U7fLjbl3b5crf1y4OHukhICPzxx9Xdx/70Ip78Ko7WjQwsmdAZg05J1gtZVfPHlyRY+xyU5cDIzaDyqvE4DuQe4L249+gX3o/7Y+6vcT91jbJdu8l+67/YjsajadeWRu+/h65Dh1rrvyCzjMN/nSJhVxY2sxOlRk7jtgFEdQwivKUfCpXnjv3fQL0QtKE3tcD0O+QcSbveQ/mH+pQ+6goratWJIKtaLqLwb+ZaTuF68FAfeHdTAj5aJUsf7oyPRnl2fZXOe3FL4Oga6BcLITUXaUXWIl748wWCvYKZfsv0G8KSaE9JIXvuXEo3/4YipCEhc+fic+egWjk2l0PkxP4cjmzNJDOxCJlCIKpDENE3BxPWwheF0iNi/23UC0Hb5c57iN/0Fy5THfJ5qU/poy4mBqsoyut8kFVk5CXfLrU5SS8w0yxYj7yS0oRms5n09PQLXsfExNT2SOsE12oK14OHOkPFc915rkoH0ov4MyGXlwbEnCNmq0TqDlj3AjTp6845W0PO+M3mW/JZNnAZPiqfGvdVF3CZTOQt+JiCr79GplQSOGkSfg+Oq5VcstZSB4f+zODQlgwsJQ58AjR0GxZFi24N0epVtTB6D/WVeiFotV5eKO2nkKTL+DF5qB71SZRX4i9rc7r4Ie4Uyjb9iEgpIMJPB+W6XSE1Qit2Ysznu9h1Mh+HSyJIr+bOtg25q10IHcKMZ60E6enp3Hrrrbz33nsAvPHGGzgcDubNm3fND/NacC2mcD14qE1KSkpQKpVoqiuIKs5OxcZW6qr0wZI9GLRKxnWLrF7fhamwcjT4RsB9i0FWc4vgl0e+ZGvGVl7p8gqtAlrVuJ/rjWixUPjVV+Qt/ByxuBjjvcMJfOaZWgn4Ks6zsH9zOvHbM3HaRSLb+NOmbyhhzf0QKjFUePj3US8ELYAgZOFQtsPpcKBQVvMu+l/C9u3b6dSp09nX27Zto0uXLvXnn3yGylwkzrsIiaLE5FUHWHfw9DlNw/gOkTIU+AOQXWxlwi2NaRrozW/HsvlqVxqLt6XQyKjlgZvD+M+tTYmJieHmm29m48aN2Gw2PvvsM/bv33+tjtaDBw+XITY2lmbNmvHYY49Vr+FlXJWOZJrYHJ/N5Nub4a2uxpnSVgIrHgDRCSNXgta3euOqQFx2HO/Hvc8dEXfwQMwDNe7neiI5HBT9sJq8jz7CmZODV+9eBE2ejOYKZ7lcLpGMY4Uc236aE3E5CDKBZl0a0KFfOH4hNfdV9nBjUm+0jlxfhtWhI+6PDXS+Y/D1Hk6dZO7cufTr1w+AjIwMRowYQVpaWuX/5NhYmD7dvUybdm2Dqi7n6nCZi5AkSUz/+QjrDp7m5QHN6d8qmNQCM2n5Ziatm4kMAzZZPBbZHlIm/5Pp4P6bwyi2Oth0JJvV+04xb1MCAXo1IzuHM23aNPr164ePjw8jRowgPDy8do/5clT8TK7Q59mDhxsNu92O3W6v3U4jI/nw9yT0agUPdo+sejvRBd8/ArnHYcx3ENC0xkMosBbw4p8v0si7EdO71z+/WdFqpfjXX8n/+BPsqaloO3Sg0by56K6gNrEkSpw+YSLx72yS4nKwljpQaRW07xdO21vD8PatQ66HHuoU9UbQGpsGUhYPJ/63xyNoL8L//d//MXz4cLRaLZ9++ilPPvkkXl4XuYs9I2BrKGSvKFDsCgXaR38ksWRHKo/0bMwTfaIAaBLoDcD4TZdOrOqjUTL8plCGdWzE6M93MXNdPL2aBdKhQweio6PZvXs3U6ZMuaLx1YiKn4knAM6Dh6vO8QHDWT9/K8/c2hSDthqzfr+9AQnrYeDbEHVrjfdfaC1k0h+TKLIV8VW/r/BWede4r2uN7cQJilatoujHNYgmE+roaEIXLMC7b58aiXJJkshJKSFxbzYn9uZQWmhDoZQR2S6A6E7BRLTyR66s83WgPFxn6o2g7Xz3YFYfTaU003a9h3JRrnc2gM6dO9O2bVt27NjBpk2b+PTTT6vVPnZLLNP/nA7AtN7TiO0TW2mhggZvNyC7LJcJayZc8+IF3zgDmLsxgaEdGjFlYIsa9yMIAm8Nb0v/+Vv5v+8PsvShzsycOZMVK1Zce+tsVanFzBrFxcUUFxcTGhpaK/158FDf+PCPJLxUch7q0bjqjQ58A9vmQ6eHoPMjNd73kbwjTNoyiXxLPjN7zKS5X/Ma93WtkCSJ0j/+oGDRYsx79oBSic/t/TDePwJdl87VFrKSJJGXXkrS3myS9uZQnGdFJhcIb+lHt6FRRLYNQKWpNxLFQx2g3nxbQhpHo7LvQeaquxXD6kI2gGnTptGlSxcef/xx/Pz8qtU2tk/sOY9wXqGC0gJW/Z2OrGAqjSQ9WeoXa614QVVuBjYcyeIVZyS9mwUy5962yK4wEOC3tFVMGdSX1348zKo96Yy47TZuu+22K+rzqlKLrgffffcdO3fu5LPPPqu1Pj14qC8k5ZSy9mAmj/WKwqirYmR8+m746WmI7AkD59R49mR14mpm7JyBv9afpQOX1osgMMuhQ+S8NQfznj0oQ0MJfH4yxmHDUPj7V7uv/FOlJO3NIXFPNqYcCzKZQGgLXzoNakyT9gGodZ4YGQ81o94IWgC57BgWdW+WPv8q4+bNvH4DOePjOH16nfNx7Ny5M6NHj+a1116rtT5lkgG9cxB65yBe+v4gCCBDQ5B9Glnql6reUWXFEcq53M3A/vQinlmxjzZhviwY3RGlvHz6yVIIKm+QX+YkuHgxPDAULAVgLmT08gGUWYs4gYRS+SYz1iroGR1IiPEal5m8xGdyNRFFEVEUr8m+PHi4JlTme15JdhSABX8koVHImdizitbZonT4ZhT4NIL7l17+fFMJdped2btn813Cd3Rt2JU5vebgq6l5MNm1wHHqFDnvzqd47Vrkfn40mPY6xnvvRahmYHZhVlm5iM2h8HQZggCNYnzpcHs4UR2C0Hh7RKyHK6deCdr75k1i1bMrKBV78eP8d7jnucnXZyCV+DhWNjV/vVi+fHmt9FNidWB0TMDHeRcCKsyyv1n90H/osXwwGrEdQfbpBNpfxukSUcir4N9UQ9/QLJOVR5fuIVCvZtGYtnhlbofEjZC4CXKPuTfyCgR9A9ZKWvKQ8EEgAAE+7AzpCaAW4a3nzvb5FQA69wv5fzkt+VPwcRgNO/ZEuOlBCIiu8viuiMo+k4tchD148HAJKvstVVJNMC3fzJoDmUzoHkmAdxUCjGylsGIkOG0wfh3oqjfzBZBanMrLW1/mSP4RHm79ME93eBr5FaT5utq4SsvI//RTCpYsAUHA/7HH8H9kInLvqvv5mnItJO3NJnFPDvkZpSBASFMjbR5oRlTHIHQ+npyxHmqXeiVo9UYjp/ol0fB3P7IPNWHn+p/oOvDu6z0s4Lyp+Vqahq81qimQRFHiu70ZzNlwDB/nUMrkv2NSfIdTlsEtTWNBAKv8AAXKj/F3PE3sz0d4c0jrGgUDnLkRAPhkzyfuGwEfAX6fASWncQ31IuGj+5hht9G9gQbvj+LAXgIyJUTeAm3vB5cTSjKhJIsGWftpjYAJiXwkCGoOvx6CSVNA6wdPTIZvf6br13fiRCIKGc2QMb5RN+wZxxB3fox8xwfQuBfcPBFiBtXIGnNFVFbStw7PCnjwUOepUHzl8/8lIxPgkV5NLt9OFGH1Y5BzBEZ9C4HVT0P184mfmbFzBgqZgvl953NbeN11a5JEEdOPa8h59x1cuXkYhtxN4HPPoWxYNVe/kgIrSXtySNqbTU5qCQANmvjQ475oojoGeTIUeLiq1CtBCyCG6Ym6w0bCb94cXplPePNEQhpfI2tafaUygXQRcoq8GLpgGwcyTHQMN3LI8SR2WVKl25YqNqCQQli+cziNA7x5uDrBFeVUFP9+pbmw+gl4xhv+egfJO5iiGCNh1gQCjd54O3TQZjhE3wGNe4P6QmvBnRUEcrBXMFn3L4URy2Dt6+4NDj4NzfqT4h1Adlk2exHdpSYnLmfU5zvJykxjfa9UtAeWwqpxoG8InR+Frk+C8sqr3FxAVW82rmfmg/pU5tmDh8oo//4WltlZtSede9o3ItinCr/nLbPg2FroPxui+1Vrl6X2UmbsmsG65HV0DOrIW73eooFXgxoM/tpgjttH9qxZWA8fRtuuHcEffYS2bdtLtpFECVOuhdTD+STtzSYruRiAoAg93Yc1pWmnIPR+V+G86cFDJdQrQXvGmhfsFcx74U+Rd6ob66etY+xnj6OqhZJ6/3a+3ZPOLztbEuxjZf6I9gxpH4LsjcrF7BmKFF8yIuYpZqw7SiOjlgGtq3fC1krQHTn/QcU9KOHoj/C3Hb45woJ9Nt7ecJwX+8bwVN+q5XrMeiGrSgFmWS9kEbsl9pwAuNi7WzHwvQI+sN/NS88+73Zr2L0QfpsO+5bBoLehafUuapflUjcblynpe83wWIM93CAs25mK1SFe3jprK4Uts2HHh9BxHHR9olr7OZR7iJe2vkRmWSZPtn+SR9s8WmddDBynT5Mzdx7F69ahCAoi5O05+Nx5J4LsQjeywqwyTh0vJC+jlLyMUvIzy3DaXAD4h3rT9Z4mNL0pCEOg7lofhgcP9UvQnrG8ZZdlM2Laayx+6hXMun4s/88sHvr8jes8uotQT6xbSTmlvL7mCA38ivnt2fvwKq+aE+wVfI7F8wIEiXdHtGfEZzt4fPleBrRqwAv9m9E0SF/5jkpzIHkLDNTAp70oRo8CgXxEYrER+1wyTA1g4yklb284yJAjW3hy9iAkSaJr164sWrSIVq0uHRVc09RpfZY3wyUby4dbrLxz8G6yXkqAmIFw4nd3vfblw6HF3TBgNhiuQbqrevC98eChvmB1uFiyPYW+MYE0C77I+UmSIP4n+HUKFJ+Cjg/CoLlVnhVxiS6+OPwFC/YvIEgXxOL+i+kY3LEWj6L2EC0W8hctIn/h5yBJ+D/xOAETJyI7L3d5mclG0p4cju/KIjfN7Uag0ioICPWmRfeGBIR60zDKgG8DT+UuD9eXeiVoz2fs/OksmTgXi7YPK2fMYMTUqdd7SBdSl61b5RZAm9PFMyv2oVHK6NU2+ayYhapZPLUqOV8/0pXP/0rm879OsvFoFsM6hvJcv2hCfcvv1EURblbCe+3BUQbtlKAx8F/s7MDFFpyYBXjYpmVB///w3ddxtAs18Na89xGEt/n111/ZvXs3M2bMYMWKFTU+5DKNjMSc/SQWJXK06ChLjyzFoDZgVBspdhYj91qJDwaQNWX6julklmZSaC3EHh6Gw1+Do3Qvju/7Iyo0IFchyJUIMjkCAkaNkQh9BBE+/ywt/FugVVzdzAmiKHEsq4RtSXn8lZSH3eninfvbX/uMDR481DImkwlNhdm3M6/V6ur7Yv4Qd4r8MjuP9oqqfIP8E7D+JUjaDMFt4L4vIaxzlfvPLM1kyl9TiMuJY2DkQKZ2m4qPyqfa47zaSJJE8S+/kDN3Hs7Tp9EPGEDQCy+gCm10dhu71cnJ/bkc351NRnwBkgSB4XpuubcpTdoHovfX1LuqZh5ufOq1oFUoldw9ewxrXtlC0ck2xP2+kY633nG9h1UnqFKRh3IL4Fvrj3P0dDFfPNiJdFvmhZud109lVltvtYLn+jVjXLdIFvyRxNKdqfy0P5Me0QE0VeQyKmsOkYO0ZPq0IaX9i/jeO5HwtNW89l93wJVCDMHfcR995m5B3vo2RnYO57l+zdA8bUeSJGJjYwkKCmL9+vWkp6cTFhZ2yUNziS7SS9JJLEok4Z4gEn5/loTCBDI+aQnrx57dLn5P/NnnUQ3PXOhWArAppYQwfShBuiBUchUKvxhUTgfKzDhkRelIkogESBoDeAeRL9OSVJTElowtOEUnAFqFlp6NenJH5B30bNQTnbL2puIOpBexaNtJtiXlkVfqLgvaNMibbJOVMV/s4tvHuuFflShuDx7qKAsXLiQpKQlleZqooUOH8uyzzzJkyJBq9SOKEp//lUybRga6NqkkS8GRH+GHR0GuggFvuQNC5VW/PP6S/Atv7nwTCYlZPWYxuMngOin4LIePkD1rFpa4ONQtW9Bozltny9S6XCLpRwtI2J3Nyf25OB0ien8NHQdE0KxzA/waeiywHuo29VrQAgSGhNFkABz/TcW+JSnEdDLh5WO43sO67lS1yMMfx3JYtO0k47tHcluLYGD8Zdtcymrr56Vi6uCWPNSjMR/9nkBY4jIetCzFKcl4yfkIq071gVM2mPARTNtAuPAVdnJQSU0AF+NuieCxl0bRYN5Bd4cREWzYsIGSkhKMRiO9evVi9uzZLFiw4Ow+i6xFbuFamOBeChJIKkrC6rICILs7kHBTMi39W3LPkr00+3Al0b7RbEzayPCWwym2FVNkK6L74u4ICLjsXgSY5zO4U0tmD25T+YfgsEDmPkjbCem7IHUnWP+GPlNw3jWJ0+ZsThafZGvGVjalbmJj6ka0Ci09GvWgsaExWoUWjVyDRuFeXN6p2BO+xe6y/7OIdhwuBzaXDfuDIUjbY/HX+qPrH8qfK5byv3gnapkXfWKC6RTpT7twLww6GfGZZby4IoMHF+9mxSNd0WtqmKXhOuXI9eDhDOPHjycmJobBgweTmJhIamoqgwYNqnY/m+OzSc4r44ORHS4UmgdWwo+PQ2hnuH8J6KseB1BiL2HmrpmsS15H+8D2zO45m1B93au+58zNJWf+fEw/rEbu60uDN9/AOGwYIgJpR/NJ3pfLiX25WEsdqL0UxHRrSEznYBpEGeqkMPfgoTLqvaAFuPWBsZza8yrFpbexcvK8uutPW8fIKbbywrcHaN5Az/8NrF7pxctZf0NcmczcdCsEOyFDAfP2MdMvgpdMMzldZCX19sGkLlhMWr6Z9EIzJtdhFo8eQ5BeA3cdOKev+QMG8Prrr/P6tNe5bfhtPDryUUJHhJLmSCOxIJEcS87ZbX3VvjTzbca9ze6lmW8zmvk1I6phGzT2w+4N+r4DP/UF4KEODwFgUBsII4xSS2l5LyWUCFv4do+ex3s3IcK/EsuEUgsR3d0LuINI1k6CLbNQpO8kbNhCwkJ70Su0F1M6T2Fv9l42pm7kj7Q/2Jy6GQnp3P4CgR17zr4sSy7Du4k3arkapVyJqpMR/l5JgY8CaaQR7G/jVW5Q/p8d/pcAJPzTnbaZkpOWAAZ8HcbYjl1pFdCctoFtMaircbN3PTMreLghqW558ICAAB577DF++ukn7HY7U6dOPWutrQ6fbU0m1FfLwPODVvcugZ+fhcY9YeQ3oKq6FTIuO44pf00h25zNU+2fYmKbiShkdeuSKlqtFC5fTt7HnyDa7fhNmIBx4qNkptvZu+w4KQfzsJmdKNRyIlv706xzMOGt/JErqpBX3IOHOkbd+vVdAWPnzmTR+FlYNHXYn/Z6UyFqXhQlJq86QJndycpRXdEoaykCV3TBzgXuPLI+DrjnE+gwGj5vhFJ0EeCtJsBbTZtj/4MKmQu+3H/MLWYrYc4Hc9hUtIm04jRe3/c6Ia+H8G3qtzT1bUqXhl3cwrVcvPpr/C+0KDikSvu9FMXKlQQ67+a9zYm8M6L95RuovWHYZ26Bu/5l+KQn3LcYwrsil8np3LAznRt2ZmrXqUiShF20Y3VasTgtWJ1W5DI5arkalUxF+sl02o5vy9q1a7nzzjsB2JqQy/8t+ovi0wpua63lvq7ePPDjwLOR05IkseSeJajkKmwuGyeKTrAt7TDx+Ql8dGD32WFGKCNoqm6KM8eJyWYiMy8Te6mdyCpmVGhwflq061hAxEP9oyblwSdPnsy8efPQ6/WMGTOm2u33phayJ7WQaXe1PN8FjtMAACAASURBVLcAzO6F8MsL7swlI5a7b1KrgEN08MmBT/j80OeEeIWwZOAS2gW2q/a4riaixULhypXkf/EFrtw8NH1uxzrkUfZnQOr0/ThsLtQ6BZFtA4jqEEhYCz8UqrqZhcGDh6pywwhagLtmja23/rTVtVzUiApR89/tzWDLvgTmjOt98YwE1SU3AdY8CRl/Q7OB8NgqeGsUMPryQ6vk2LPKslh8eDHfJ36PQ3SgU+p4vtPz3NbpNiIMEShlV6/ggUso5MHukSz8K5kn+kQRfbGo6IoIAnSaACEd4NsHYfEguHUq3PIsVEjZIwgCarkatVxdqcV00pxJyGQyZs+eze39BzJv43E+3ZpMtErOqgk96NzY7QNoKjOd0+6uqLvO7ecmWL4zlak/7aFXayu3tCrll82/8Nn8zzD2M2JNs9JqWCsMoQY6j+xMQ6+GhHiH/PMYoSHEWohRbeTMLUKdLiDi4YYkICCAkSNHEh0dXSPr7MKtyRi0Su7vVMHvfvsHsHEqxNzpvvFUVM3XPKMkg5e3vszBvIMMiRrClC5T8FLWHd9S0WymcMU35C9aRGmZROlNd1I08BYyMyVca3LQ6pVEdw4mqkMgjZr5eiyxHm4obihBW9GfNm7JKRo0rj9FF2piuagpVoeLN5as49SCJ+g8KbHqDUtzIW07pG6HguR/pqOB30/+RneXizIkXlOrWTByBYxeWaPxldhLeC/uPb5P/B4kt1B7uM3D9J/Vn95hvWnqW7WctOfjtNowe/tj3hmPOacIh8WBLsgHfWgg3mEBF2z/eO8ovt6Vxn/XH2PhuE7IZFWcdg9pD49thZ+eduewTfgVhn4CfpevTJSUlMTatWvx8vIiLT2DPs9/RKa2CaO7hDP1zpZoq2lFGdM1ApPFwdsbjhPp1Y7Vkx6h26puNKEJGd4Z7N++n9GvjaZQKCStJI2dp3didprdjac3hZW9CFEZue0/Idy+dRZPSyp0wF5cbMZVrbF48FBTvvzyyxq125qQy4ajWTzZJ+qf7C07FrjFbKuhMGxhlSsB/p31N5O3TMYluZjbey79I/vXaExXA2dhITnLv+Hkz7vJU4VR2PoFygR3hgXvUgWtegYS1TGQBlHGqp/HPHioZ9xQghbc/rTZ8dMpyLqF9dN+5YEPgzxBYuexZHsKyZuWAjBr1iwWLVpU+YaWQjjxhztvbOp2yC8XvwotBERDBX8xb5eDlbh4GRvZ9lIW1NDnctfpXUzdNpVccy7Do4fzUJuHaOTdqNJtXQ4nuXsTKT1diKWgFEuRGWuJHUuZA5tVxGYXsLnk2MeuwPHwWpxKHYxeBV+ertBLQflynI8da5A5TbhEE3bJxN+x3/KKw8mB30/wWcpJ7uwVjXejAPRhgSh0lynkoTHAfUvg4Cr45UX4uAfc8SZ0euiS/qgzZ87k6aef5q235+FseSdHV3/KV+8spIWyjJMr/0SQgUyhQKaUMSi7Ew7BiVNw4ZA5ydpxFEEhR6FVo9JrUBm9Uep1PNknimKLg0/LLVWxsbFMnDgRLy8vnn/2eWJvjz27f0mSKLYXk5m+ncz5YznVRMMurYVvbvJl2ckVBIRFcZvZzFulZtQ2s3vatt3ISqu2eaiH1JO82We5xHgTskt46qs4YoL1PNGn/CZ47xLYMMWdT3rY51XOZLDq+Cpm75pNmE8YH976IeE+4bUz/itAEiVOxyWTuGorGRkOTN5RSE1iUCigUXN/OrTwI7yVH8ZgnSewy8O/ghtD0J53Uhs5fRpfPjOFMuF2Vj7zEeMWvoiiBlNV9ZGKPo6f7PnkAh9Hk9nBvJWbkbKOo1Qq+emnnzhx4gRRUVFui2v2YXeFrMRNkL4bJBeoDRDRDTqMgYhboGE7UKjO6bfL9Cs7YVqcFt6Le4+v4r8i0ieSpQOX0jbw3LKLkiiR/sd+clYeJCvTToHLD5fijLBUAG6LhNxlRSVaUWJHLXeh95FQm0+iCQpCo1ehM2rR+nqh0Kooyy3GnF+G2WTj7+QDaDGiEAxoFVGcLPLBJdcQrgNXFvy0qhAoBBKRuezIJCcyyYUcFzJcKAUnGqULrQZ0eiVevhpO2DLp0OgjVCd+QL3sQ1Rb/8DefCxlNi/MeaVYiixYim1YzE5sVsjdm8tNtl5IdhfPBN7KL/oMTm4yk3LOBcmdEmwQb53z+Xy/pBJ/VklELjoIEB1MFR2IX8WRJbhwlDg4mZVMVFpDVj+1DJkgIJOB5LTjspQgOpy4eB3lIW96yhT0NuXj9PWi0J6LKHPxl8yODDuHPz5IA/ai9WuIIrQlCr0PSq0SpU6NUqfGq6EfPpHBqHzqzrSsh0tQm5kszjsvnzk3Tf9z+pX7X1fMwBEbe8G4c3VGJiz+G41KzqLxN+OtVsDh790BYE37wfAvqiRmHaKDObvn8M3xb+jRqAdzes1Br6olF60aYC62kx5fwMkdJ8k4VoQNNRCBj28JrTv40rhHFCFRRuRKjyuBh38fN4agreQkPP792Sya+DoWTR+WPjmdhxbOuPbjqiK/Hs4iI7d2rMiX83H8+M8TnPp9GU/+5xk+nDuLp556ipkzZrBoykjYOsft/wpu0dpjEkTfAY1uqlZOxurgEl3E5cTxxo43SClOYVTzUTzT4Rnsyfkc27yF3MRcCnJsFFlUmHLMbN1ipYFvON7OPMJ9CmgY7Ys+xBddoAGvBkZ0DfxRetWsDHLf6Q+c81qaJmEzlVKcmsPiNftJTc6lZwM9DZRy7FYXLqeEKEq4XOASJewOGaV2FfkOLQ6LF+QAtGNzCsBY95KIe8EOqNyLJKJ0WVBJVkbePBKLrRRBctHCK5ne9/RH65OEzqBC66dDMkQiijJEh5Pnf5mMHAVKUY5CUvJilxcQnSLHsuKJ1DXGYXPitLnKHx047E5KzQ5cLhn3tr2bkwUZSKIOU5kcUZAjIQfUyCUNMqWI3GJGptUgAXaFDy5Rj0IwgKBCElSIMhV5Sjl5AGXA8Yqfnq18KQZSUDjNaCQzGrkDnVpCp5fjZdTgHeiNvpEvfjGheIUFIauk3KaHesp55+Va9b+uLANHRAQIAlaFikcenEd+mY1Vj3VzFxg5/qs7z2xEd7h/2QU35JWRVZbF1G1T2XV6F+Nbjee5js9d8/K1LpdI1gkTaUcKSDuST16GOxOL0l6Cf3EioS18aT7uDgzRl87L7cHDv4EbQ9BWwpf7v2Tcx6+xZOI8LNpbWTLpFR58d9b1HtY5lNqcvPbjYVbvO4VIOA2SW5D1cvzlG55PFacJs0xWFm87SaivF68+/zQfzp3FcwOb88xzn8DXP4AhDAa+DS3vrlYuxuqSXpLOzl6BHFw5mfSUE6iKoXtZY8aLd2P/nxfLpS04z1bX8kfjMGFQlqGSu+jSEfqMboN3aOBVG19F1AZvAtt6M7lVJI8vj+P/4rOZP7Q993So3A3iDNrXlIRbAvFz+ODj1PF+r/nYy2w4ik0oS0+iLd6Lty0eL20JupY3IRecSHmJSKYMZEi8ILPS2/AmRqUAFtxLFqDUQdStEDOQbQ12kStIqCVoi4y2be+H0/vxM/9OuEoPsiKgCBQ2qGAgtQg6OjQJIrhhBEGGtYBQLgoECGoOXZ8ErwD3uoqiQZIQzrPEH3n0ED8f+oFtCX8gWlx42ZVEOb1p6ncTYarGGO0GLAVWykwOLBYJi0NOjlmDzeaNVCCHZHCL3qPIXXHoxBL0agd6gxxDkA7fyED8mzfCEB2KTOGJwr5q3Ag5h1NSEEWJ51fs48Dh03w8ogNtQ41wciusGgcN2pSn5rp0cZP0knS+OPQFa06sQUDgzVve5J6m91yjg4CSAitpR/JJPZxPxvFCHFYXgiDhaz9Nk/Q9BIqZRNzbD79RjyL3qXuVyDx4uF7csII2pSgFhVLJ/e89zqpnvqJU6svy517l/tmvotLWXrWmmnIow8TTK+JIKzBTrFiNt3MQruK7a9bZ5S4+kgSJm9i5ZQdPCWlMeLElql+fA9GB76+Ps2xkY+j5PLQdUSXLRVWwF5dRZmhI4U87yO8wnPwXl5F3/ztYJnyDU+GD2OIbGvwBFWVzrsuKj2QiTF+IfyM7QS1CCO4UjS7YHdU/dcsMmg7pes3EbEUUchkfjurAhMV/8/y3B9Cq5PRvdXHRb1U4SdCfBtz+ujEjel24UfYROPANHFsLah/iFS351dGFPt27gXoSTFgPei93KjTJBeYCSNrktjYdW0sW3pyQRCKRoUSAX14gHziBk11IWBUaxnZ5CrRG8AoEvyjwb4qk8iN20d/EpRXyaM8mPH9HDCqFzD0lnLCC4H0Lqjwd3LJha1o2bE1J7xc5ln+Q3Xs+YvfpXaxXn8ApCPgZ/bi7290MbTqUJsZ/guJEp4vSjByKU3IozsjHlFGEKddCSalEkU3D6XwfpEIFHLfChhPIxGNoXcV4K2zofQQMATqM4b74NQvBr0X45X2aPVyaSiye9TFF29yNx1l36DSvDGrOgFbBELfUnUbPrwmM+QE0FxeAyaZkvjj0BeuS1yETZAyPHs6E1hMu6sNfWzgdLk4nmkg9mk/akQIKT5cB4O2rJsKvDP3+9eiP/w9toyD8H3oIw9B7kNWg9K8HDzc6lxW0giAYgG8AOe6JxRGSJNkFQVgArJck6efy7b4AWgLrJEmacbF1tUolVoXKfEjveK0fG9/8A5NwG0uf+J6Idqe5fdJLtT6cqiBJEl+8u4q38vUEeKtZ8UhXui4bjIgZo3M0O5Pz6drEv8b9X1CWVnS5/cb2LeMecP8XE4zYVL6AAEM/g9bDK3UpcFptFBxJpSAxk+JME6X5ZkqLnZitMuyiAgEJQZCQAR/bPkIQlCDTIyp8WPjSLnhgOfxigc5PIpgcKLUgE3IwavLwPXIY30ED0Plq0fp54xvdCN+W4XV6ylmjlLPwwU6MXriTx5fv5em+TXm2XzPkNY0aDm7lDhS74022JeUx5otdjOgURsc724Lwgvt9o/HcNjEDYNBcyDrE3MV9ibZbWIWTExo9ix7fS6uFN5NtdheaCNb4MPaONy/YrQ5Y/nAXZqw7yqdbk9l+Ip/3Hmh/9nuTXZZNmc3Jd/3GsWzix5hVGlqMmU2LDcfRuW7BLqQgk/SopaZMXrWfQxkmknJLCdKruaXpZEbHFPF+/OvElSSwppE/y48u48sjX9IusB3DoocxIHIAOqUOn8iG+EQ2rPSjcTmcFB3PoOBYOoVpBZhyyigxiZTaleQWGRBLVHBShD8zQEpD6yzGS27BWydhCNBgbGTAL7oh/i3DUft5rFg1oc6laLvETJTTJfLm2qMs2ZHKyM5hPNJRD9+MhuPrILKn22dWV0nJW8DusvPR/o/48siXqGQqRrUYxfhW4wnSBdXq8B12F8W5Fkw5FopyzZhyLZiyzWSnFOO0i8gUAo2ijTTv5Ifx5A6cKz/HlZuLpmVL/OfOQn/HHQhyzyyFBw8XQ5CkSyedFwThSSBRkqRNgiB8DKzHHRkzSZKkYeXbDAPuliRpvCAIi4DZQJvz10mSdNEcUZ06dZL27NlzsbfdY6kw3SlNk6o0JSpNc7//wcZ4Sr7/nEB7F+zqALSWo3S4x5cOQy+fI/XCgVRxvxUFd0QEpKQwfejzLI65ldsTdjDn8Gp8E44gTBcQJBUhto9pHdyUtU/3ODcB+MWopP8zfLn/S8a3GQ2rH4PD3/OLcTRvFfZm9fOD8fPxwmaz4ePjg81mAyBp3z6ObN5FWaodweaDVfTGojAgCRXyp0ou1M5StIIFtUJEAkQJJEmgwFIEkgs7xdjlJQT4G8ktTiTNv5jThmza9ujLfePepmWK5cLPsIo0b96cH3/8kebNq1fVrKpc7LtzPma7k9d+PML3cRl0a+LPew+0J8jnXAthVfsCyC+1MfC9v9BrFPz8dA90KgVGo5GUlBSM5wva86gsf3Hsllhi+8Rest0ZNhzJ4uXvD2JziKTzDjbZQfSuwTRS3EeJ1UmHcCPhGSeID4zgRG4ZLvHc4wjwVtM21ECLhnpS8s1sT8qj0OxAgZNpPusYY19FQVAMa2+6jx9O/0WyKRlvpTd3Rd3FiJgRRBmjqjTOioiiSGlKFvnHMihMzsWUVUJxoZMSmxwz3jgU5wagqRwleAll6LUiej8lxhADflFBBLRrgi7w0p/vv4ZqnEurTGysezmzi9rsr8J4y1Ranv5sK78fy+GRno35vyYpyNc+A9Zi6DcNujwBF7lRTixMZMpfUzheeJzh0cN5puMz+GkqF75VwWF3YcqxYMo1ux9z3MK1KMdCWZHtnG21eiWGQC2BYXrCW/vj58yibPW3FK9di2g2o+vWlYBHHkHXrZsnS4GHfzWCIOyVJKnT5ba7rIVWkqQFFV4G4hazC4FfBEEYIknSGqAPsKp8m41AD6BDJevOEbSCIDwKPAoQHn5106CM6NqY7ltuY+JNRiK3rqfI2YXtv2o4uft1hs2+SqVyz5vGO5ZVzJLo3ozqEs7M2YMQZDPPbioJdgqUn3Ms61W+3p3GuG6R1e6/IuNbPeD2Gzv+C8fbvMCTf3dk8u3N8CuPNo/ftQvR5WLxxPdxiCE4VH5AM2QuOwpHDhJpeHm5aBAWQERMU4qDHSTpcjhWfJyj+UfJNmejkqlQyVWo5WoO5xxGIVegVLizSehVejruPsUtE/7L4I5j0Jv/ApaeG8BRT9GpFMy7vx1dm/jx2prDDHptNe+teYtbUg9ccGNxOURR4qXvDlJkdvDlhM7oVNXzAqpqMY6LFe7o36oBbUMNTFq5H0vyswBIOOnbKogJt0TSIdwXYjfBpHFYHS4MM2JQihGIQhl2WRInX80952IrihLxWcVsT8rn631+bCxtzKcFnzBu8zuMGzyfAw2bsfL4Sr5L+I4Vx1bQKbgT98fcT/eQ7lUuyyuTyfBpEoJPkxAaV/K+ObuA/CNpFCZnU3TKhCnfTqlFRrbZmzSHD2QD+4rguzjUDhM+CjNGg4B/mA+BLUIIvikate/1i2S/IThzsz19+uV/E1eQKizLZOWh0W+RmJDNp73s9Le9DytXQHAbGPcTBLestJ0oiSw/upz34t7DW+XNB7d+QJ+wPlXap93qpDjPQlF2uXAtt7qacsyUmeznbOsWrTrCmvtiCNJiCNSVP2pR65S4TCaK16+naNq3nDp6FEGjwWfgQHxHjULbpnWNPhMPHv6tVPnqKQhCN8AXaAYcBeYATwuCEI475ORU+aYFQMeLrDsHSZI+Az4Dt4W2ZodQNYJ8NESHWFl5pJSd82LJP7aPX9/+m6z8Hmz99H16PfbM1dw9EjBzXTx6m5mX+secIwLOuAn46JO5xdefeRsTGNw2BD+vGvqz2svgm1GQvIVT3d9kyF/RdApW0OzEDpb+8DM2cwhlCiNIMuxiGCrhFEb/U0R0bUpUr5vZkbeL39Li2HZqG1aX1X0LU+ju2lftS0v/lrQPao9TdGJz2bC5bBzNOUqZtQyzzYxG0HDguQPIRsnh3ZFgGeVufOaiVsMLmFKprFGloKvFfZ3CaBdm5MlXlzNm5Eym3tmSh3tevnhCReb/lshvx3KYdldLWobUztR4pDHygnWXKtzR0KDlq4ld+WpXKt8f3sgn94+loaFCGdDysrgapRy77AR22YmzbwmCcM5MgSwiglYpKbQKMTC2WwQjF2fTN3kGSw2fELP6EdrfNIH2d7zJize/yOrE1Xyb8C0vbXW7/zQ1NuWm4JvoGNSRjsEdCdYF18gypQv2QxfsR9itF75nM5WSfySVwsTT5KcUUphrw2RRcqLISGKxEo4UwXd/o3UU4aM0Y/SVY2wcjLFNU/QNjOgMKnQGFfKqzKDUdSr+DsszBJx9fiV9QaU32xe4Q52hErF72cqJEREcDGnKJ/ePYGzDIwzzeR/17lyQq+GW56DvKxet/pVZmsnr215nV9Yu+oT1IbZbLP5at5uX6BKxljmxljqwltkpM9nd4rWCtdV8vmj1UWEM0hLW0u+sYDUG6TAEalFp3ZdYyeXCmZODLSkB6/qj5MbHY42Px5GWBoA6Jobg16ZiuOsuT6CXBw81pEqCVhAEP+ADYDjwIvCZJElZgiAsB2YC6cCZK6A3IANKK1l3XQlrkEJ8Rgy/Hs5iSPtO3Pmqmp9mHyZ+dwTBMb8Q02dQjfu+6Mm6nC1NOvFXYh6vb1uBUfcALpcLs1ZNyYkktvRcw8rTa5h2zywSsksY+N5fzNt4nOjGe6tfDtdSBF+PgIzd5N76LrO+y+cZUzxCVgtOyEMRxGA0nCTQ7xSCHCYuvBv5eX5Zdxnu4q6ouzA7zGzP3M6JohNE+0bT0r/lRUXGO33eqfoYa2iN2bBhAyEhITVqeyVc6uLaLFjPT0snMfmLbby59igNYm7hzir2u2b/Kd7/LZH7bgplfPfI2hpu1b8zFUSIXCYwrlskolZ1rpiFy/+/LjJToFHKaRt9mHvbTeCenwy8pv2BUXsXQ/zP+PWczMOdHmZ8q/Hsz93P3uy97M3ey88nfmblcXeFOaPaSIxvDM38mhHjG0NL/5ZEGaOQCTU/lagN3oR0b0VI91bnrHfZHeQfOknOoVTyUwoozLVTbFWRk++LVAjEJZ2zvUotQ61ToPFWofZSotYpUXsp0OgU7uc6BRov96Pa65/XSrX8+k8fV5bD9QqyGuSV2ticVErOb4nkl9rIK7OTP/4dHGPepmVOMm36jKBdVgkZkzJ5c+sbPNbhZfalFTFj7VH2rd5MvrwRvmPn4Y8dvyGD8PNSszfbQqDsNA0MGhoYNAQprRSI2Zz6/m1sGQfxeiiYxq5UFggfIio0yBrfAS2HQLP+oK7cuu50uvh232q+/vtbvGwGXgicTURWU3YuyqCk4ASlRVZsZc5K2+p8VBiCtIS38sd4xtIaqMUQpEUhE3Hl5+PMy8eZn4IrNR/n3nwKsrOwp2fgSE/HceoUksNxtj9lWBiaFi0wDhuKV/fuaNq0uf7fCw8e6jlV8aFV4fab/W+5H+1zgF2SpAWCIIzFbXndBwRJkjRXEITpuDNSKs5fJ0nS1xfbz9X2oQWY9kcsf/zdmwYGDase6wbA/p9XsnONFwpnAcPf7IFvWBUsbJXsF2Dab6/zRNQETicmk5+RRck3P2Jt1w1HKZhLBOQyPQjeuBTeiDI1UsWchpKIxpaB2lDAZjGZHZqepOhexVdfevHo4vPG4cxLIW/RONJO2zluGYzFFoND5YfcaUYrT6JBByNd7xuMwT/gAh/aq8KZC2c1p+GvFxf77lTmk3qOyBUErHYnYz7fxaGkLL55ti8dF/tV2tcZ9qUVMuKznbQPNbJ8YhdU59VUr6oPbVW54Bgu4X99KSqNfL/I76HifvemFvLE8r1EWo/xedh6fDL/B/oQ6P0idBh7tvyoU3RyvPA4B3IOkFCYwPGC4yQWJWJzub+nfho/OjfoTNeGXenSsAuh+tAr+Vgui9Nio3DnPgp2HaDwcBKlmUXYlXocSi+cCh0OpQ6nWo9T5Y1TocMu0yBd4t5dEEClFlBrZKjVMtQ6OWqNHIVKhkIlR6mUoVDLkctB7rIhc9qQO60INgtyhwW56EAm2pGLduQuGwqNCmVQIMrgIFQNg1E2CEau119aHF3i/3XOZpfxec0yWfn0zyS+3RKPKMiQAL3dgm9oEP5eGiRB4GhWCSV2F6IkoFUpEGQWbDYVAqBRyGidlUhkYQoWnRqL3htrSBB2axlBYh4xslRihHRayNNoJOQjSSCioEAykq2OxuHbHL9TLpRjXsFmV2Atc2IzO7CZndjKHFjNTvdzswNTgRmLyY5w3v9G7aVA76fB21eDt1GNVq9036SoQeU0o3KWoHWYEEx5FURrPq68PJz57udicXGln59Mr0cVFoYyLAxVWCjKsHBUjSPRtGiBXO9xafHgoapU1Ye2KoL2CWAWcKB81WJgMBAMKIF7gRLgL+A3YCDQFfcs+znrJEkyXWw/10LQxm6JJZixvPXrMTZP7kXTIPdJZdM7c0g43hGd9TBjP3sCxWVSomy5rQcpYfcgSjok1IiCFlGmxaXQIckunBKXOy3InMXIKEVhy0fmq0amlJClJKJo2xyFRsHpjBw0lgis6jAQ5G5fVns2LqkYldqJyktEY1AiihKOUhdOi4BY7ERSGRHR4ZJ74VR4wZkgLsmFwpKAuqnEsKdH4eN7rsC6JoIW6lUpzeoI2nPWlX/38kttDH1+GeawSPY7RuGS5V7QF0DmwqXcnR2CViVjzVM9KnUtqU1BW10RWm2qIGgBcoqtDF2wHZVCxq9DBNRbZ0L6LvCNhMHzIapvpd27RBepJakcyj3ErtO72Hl6J7kW92cb6RPJPU3vYUjTIQRoA2p+DFXEVVyMZd8+nHn5uIqLEUuKcRWX4DKZcObl4sjJxZ5XiM0qugWvQodT6eV+PCOAKz4qvHAqNLjkakSZCpdcWek5pDoIkst9LkREQEKG5M5IcmaxWhA0KiRkiHYHolqLiPwfIV7+M3CJzvKXEkiSu6iAJP2zICGceSz/KwkydwtBBkL53gUBrsCq7r6USFR5kk8AtbbcMq5VUEQ+8bZDWBWF9Ahpzc2BUWgdxWis+VCYjzM/D1e5UD3zXCwrq7RrmY8PCj8/5AH+KPwDUPj7//M8wL/8tXu9TKuttA8PHjxUj9oMCvsY+Pi81Usq2WEf4HZgzhnhWtm66819nUJ5Z9Nxvt6Vzut3uQMGbp/8EgXPvUae0Jdvnp3NmE9iK22bk3SE9bN+ojT6DRSOYhTOfATRgkJuQoYNwWFCrTChjWyMT2QkAbGv4LP5T4YsOUKLoyf5asUUBJns3Iv/moqi6SHyMk/x/IyHaWu9CS+pIXLBB4fLgMXijclafkKXRBROMzJVKTIsyIQClI5EZKIZp48PeQo1P4oBPPnQYEZ3uc7BV/VEzNYG/t5qFn0/naH/+Zwg+zSy1C8iCZZ/NoiMpCwzm4dHcUSmxwAAIABJREFUz8Hmq2PFy/1r7iddDSpNv3SlPpMVqWJfQT4a3r6vLaMW7mJ2fCSxD21wl1je8Aosuwc6PQy3vwFq73PayWVymhia0MTQhCFNhyBJEsmmZHae3snGlI3Mj5vPh/s+pHdYb4ZFD+OWkFuuWkUnuY8P3r17X3Y70WzGWVCAZLcjOZxIDgeSw+6ednaeee1AKn+OKCKJThBtuJwiInJcWj2SxtstONU6t+CV5DhdAk5RwOmQcFrtuEpKcBaX4iwuxVVahmi14XI6ER1OJIcL0elCFMt1KAJSfhbS/7N33/E1X/8Dx1+fe5PI3iRmYm9iJwgxqij6pWpUrWqLqg50UatbabXVVrVaMUr5WS1tbUEQigilCBIjkRgZsufn98eVK+EmudkJ7+fjkUduPvd8Pud8QpL3Pfd93qdqVRQ1E+VmGBqXyihqBpp7gbCqa8ithDsoaMlQtGRotJiZ2ZKiakhVFTI0WmyszHG2t8Ls5Ano2AlFyUQ54AedO6HbpkMXUJOZjnI3HOXudUhLJTNNRU3XkJmuRU3JRM3IRBcEK/rPGaZaTG0d0VjboFhZoVhZoQ27jrZhfbSmGrSmWkzMTDA1UTHTpGOqpGFGGqakoImLJuPOHW5ev0DE9fNUuZuEZ6IG09RMYBMZ6PLh4rP+Te3t9UGpRdNmOQJUrVPOxxqzkv95FUIUTrFtrKCqajT3qxrkeqwosvJUDeWoGsvZuhK9mrqy/vg13u7dEHNT3R++wQtms/KlBcRW6sLPo3/C0vYaTXo3p+VTzwKw9cMPCQ9pSpppO2zvbqffF6/gUNUtx4zUV3+/yRsXDkP8ZvD8FS5e4uN/Y4lJSmPG3qUoyvT8x1etOitctgPbAVBUC1b1OceaQ8FEXw0hTaPlttaBDI0JYMsTmmC+Nv2OW6odI9Pe46qq+9685F277IPZ4jRmDAQFgZ0duLjA6tVQRjUZs2Y8s+ocZ1fvznUWj2jDiJ9TqJz6DrfN5qNVq7Dt3wiuVWnNzvfe4nxoFL+snUX9Lwfn2sfLL7+MlZVVrs8XhMH87tDQh8oqFVpWukK26xmqBw3Qsa4zYzq643solF5NXejYoBfU9oY9H8Hh7+DSbvjfYt0WpblQFIW69nWpa1+XEY1HEBIbwqbgTfx+6Xd2X92Ns4Uz3Wp2o2etnrRzbYeptvQXEmosLTGzLPsNXAwyMKOenpHJUv8Qgq7FEHI7gZDbCaSkZ+pPySQRjxpVqe1sRYN/jzLkrdG42t0rVef+Luyer3vs5gZ7vtA9vhsOAYvh2DIwiYO23aDdi1C9NdhU1c3gqiqZM2aQ/sILpEVGkn7zFh9ueAOL2GRqRVnxRHob0vefIj1rrAEP346KbiNp/VItjYYEKy23zdNItjXHsVVrqrg1x9TZGW32mVQnZ0wcHVDK0UJTIUTh5ZtyUFqMSTkAw2/1Zn+cX8rBHJ85HLp0m+d+OsIXz7YkTrtLnwuZGH2LTTO+JSmxLinmutw8s+RItGoMSRYNqZR8naY9kvEaNd7gW6y+J30ZU7cPrBoEt85zc4uGTr18GdSqBvOebalrZ6FA2GUwtwNrJ10hV3LmZBq6B1VVOXvjLrcW/4Rtj/o4h+2icuAaLKzTuGvfhHM/xKPdvh9zUw225qbUdMz7j2mppRwUlzFj4MUXoXNnmDABnn4a+vQp1i4Mfd8NvV1vTOqLzczeOKVNfqgPW3MT3uvbmOEd3Ir2Nn8BGaxNW9zpINkC2rx+DpNSM+j7zQHSMjLZ9kYXrCvde1195RBsngjRV6DDBPCeAtbGF7dPy0hj3/V9/B3yNwfCDpCUnoSNqQ1da3blCbcn6Fy9M2bax3OG7cGc7+z/X9XMTKZvOs2ao9eo42xFncpW1Ha24rOAKaQpYaRprpNJDOocw7W1gfv/9umpcHEXnFoL5/7U7XDXdCB0eh2qtjQ8uDzq1WbV81avXNHl6daqiRoQgJqSgpqaCoqCYmaGYmrKlcQwVgX/xqYb27E2t2V8i/EMazTssf03F+JRUWwpB48irzpO1HG2YvXRqzRvHKo/bulQmRHfzwXgwr5tBP1xkLgkV9K01XA03cvA+VMxt7GHUeMNXjfrD4Y6ZitRPw3CuW8gs1J/ZvDq3TDBAT6vA+/YwjceuhNm2cLH1cDcjjF2NSDsX6jakpaqhrPoNi6ohwbO/o5y8xxNb54F7TbwS9aVpwlLhGmLsW0+mPZvWoObg9HfAxMTE4YMGVKYb1/Zu30bimn2MjtDM5mF3S0p3mQ7mSRiolYhXRPBkfF/UrNudeyS4/M/ubSUcjpI9hcHrmYdsbg7nY///I9PBzXXNXDrCBMOwq7ZcGQxHPsZmg0Gzwm5B0PZmGpN6enWk55uPUlOTybgRgC7ruzC77ofWy9vxdbMll7uvXiq9lO0dmldpGoJFU1eZdsW7bnImqPXmNStLm89eX/TkkX/nXx4Zt9QRQtVBW7An1Ph342QFAWWzrrZWM8JuhzpIg0+FAXQGnhHQVVVjkUew/eML/uv78dca87o5mMZ13yc0XWNhRCPhscyoFUUheHta/HxX/9RvYbhxP0GXXvToGvvbEcGGnXta1GJzPw9mIDwyaywWcxIZRd4VQHn+rqPT36Axct0u9i88zpMf1VXais6BIJ+g39+4iTWpNxbomGKotsgAQXsawK1Ych0qNsdzG1gzehCfQ+0Wi0rV64s1LllZvJkSEoCR0fw8ir2y0dMi3ioRFd+5diAXHNIE00O6B83q24HKYYXmpQGQ7VpS1J+Lw4iUg/xiXcdluy/zJNNXfBpeG8mtpI1PPWFbob2yBI4uRqCVoNbJ/B6FRr2eWgTEUPMTczxqemDT00f0jLTCAgP4M+QP/nz8p+sv7CeqlZVGdVkFM81fu6xCmwf9H/NevDlzgsMal2dab0a5nguK00kx+x+9v/rdWrB8eW6fyfOQKA5NHoKWgzV/X4qZKqHMallqRmp/HnuT3679Btno8/iaO7IKx6vMKzhMBzMjX9hL4R4dFTsgLYIC1tmBjyBGZ+x7rDKunNViXjrRpGGkp6RyS8HQ1i4MxhFgbf7taJNxx2Qnghm2WYTB3wDHvc2Gtg/Efbd3y2MzEyIDmHooka0RksGcJZMVr18VBcMm1npZiiaDLh/z4/AzltGW7QIOnaEN9+Ezz6DmTOLvYsHa7hGTIt46O36h/7gGsghLW8KXM+4MO5twAC5BEMPePOJBuw5d5N3N5zm79e9cci+QM65Pjy1ALq/D4Er4ciP8NtwaNQP+i0sUCqCqcYU7xreeNfwJjEtkb3X9rIpeBPz/pnH/uv7+ajzR1SxNP56RVIaVT+y9ZFbLjPAvgu3eK/3ZLzrO/PZoBa5lvrK8WIoNBTmvAkdreHECtjymm5XLnrCtGVgXvRNAXItUwhcjL7IhuANbLm0hYAJAVRrX40F3y5gQN0BmJuY53qeEOLRV7GnJkJDdW93zZ5d4DqnkUmXiTL9CfPM5iTebV+kYVyPTmTojwF88tc5OtVzZteUrrzQuTZajZIzmM2PRgNOdVmnpPOuksIMJYVflTSo5mH4OkW4/wpLowEHB4iLK7MhREyLYHbX2Xn+4S20MWOgVSvw8YGhQyEjo/j7KCkFDNTMTbV8OcSDqMRUxq86Tkq6gXu1sIeOk+G1QHjiQ11VhO894cymQg3R0tSSp+o8xU+9fmKW1ywCbwbyzB/PsPfq3kJdr8CK8+fU3V33gjbrhUTW12PH6o/lljLzb1gsE1cdp8HtK3w/ovVDdZCzG9N8hC6/efeH8KMPsEy3gK9OVxj7N0w4ADQvlmDWkNSMVDZf3MwI90MM/GMgv53/DZfrLpikmnD3n7s8VeMpCWaFEBU8oDUg+9tUWY9dF7iizFWYu28urgtc9c8naHeSqDmKfdpoLt4sXG7j3w060vfrA5yPiOPrYR78NKoN1exLoP5g1h+ruXNzzIQ9ViZPhk6dYOdOmDSp1LotzNv1hv4fGm3RIvDz0wXuO3YUuO+KpHkNO+YPbsHRkCje23CaXBepak2g02swfj/Yu8H/jYH/GwsJdwrVr6IoPNvgWdb2X0tVq6q8tvc1Pjz8IUnpSfmfXF5k5bNmLdIygqqqbOk8kJHz/sTh1g2WHf4ZG3MDqQEZ6XDuL1j7vC73f1kf8P8StGa6bWXfOAVDVujynrMH1cUoNiWWpaeX0ntDb2YenEm8vQXT2k5j1+Bd3Nh0g1YerWjUqBE//PBDsfcthKh4KnbKgQFZs2bZcyFzXdijQJTZIqomf8fU/wtiwwQvTIzZo93NjWTTSnzUbRyrBk6npbMV3wxvhZtT8S9U0stle1Gg4H9MylEJLKP5+pZZ14bers8vyDU4e1vQFJESWvxW3jztUZ0rdxL5cucFajtbMblH/dwbV2kE43bCwa/A7zO4chCeXQ5uhcuprmNXh1V9V7EocBG+Z3w5cfMEX/p8SW272oW8mzKUT+qLNrMy45YfY0+ncbSoYcdXZiG4LA7K2Sg2TJdKcGIFxIWDtYuuSkG9HlC7q27G3JBiTKMIiw9j1dlVbAjeQFJ6Eh2rdeSjzh/hVdULRVHYsWMHsbGxNGnShPbt2zN//nwmTJhQbGXuhBAV0yM3Q5vF2JzBDCWaKNPvCboWww/7Lhl1TtjJ//jf/J2sav0UL3epw/9N6GgwmI2MjOSPP/4oyLALpzB/TB6jWcCSUKicVGNTRCZPhkaNIDy8RBa/lSZjZ7cnd6/HoFbV+WLnBX4/GZZ3Y60JdJkGL+8FM2tY3g8Cfih0GTQzrRlT207lh54/cCfpDsO2DmNbyLZCXatcePAFrqrBJn0A1VK+5/ClO7z/VGM2vdKJOi+PvN/m5jn4bQR81Qz2zYMqjWHoKnjzjC7vv8nTuQezxSBTzcQ/zJ9Xd79Knw19+O3cb/Ss1ZP1/dez5IkldKzWUZ/je/z4cebNm4eiKLi5uTF48GDOnz9fYmMTQlQMFW6GtrhWa2dfhW1jF0y/alX5encw3RpVoWm13Mu9pKRnMHHVccKik/Ad2+7+6mwDJk6cyF9//UVUVBSW5bXI+mMyC1gqiutt11JY/FZajA38FUXh02eacz0mibfWn6KGgwVt3BzzPsm1uS6o3TQRtr0DYceg/9cFy1vPplP1Tqzrv4639r3FW/vf4njkcd5q91bFq2N67wVubFIa1TRDURM7Y6bWJsP0NDvefC1njeqkGF0Ae2SJrsJEpzegzeiil9oyUkxyDL+732btpn5ci7uGk7kTL7V4iWcbPIurlavBc9577z0AVqxYAcC3335bKmMVQpRvFS6gLa7V2g+uwo5OSOVISBRT1wXx+6udqGRi+C34j7b+x6nrsSwZ2SbPYPbmzZvs3LkTKysrlixZwptvvlks4y42JVwC67FUnKvXy8Hit9JWyUTLkufbMPD7g7y04jjrJ3hRp7J13ieZ2+lmEv2/1O02FnlG97VT3UKNwdXKlV96/8LXx79m+dnlnL59mk86f0Id+zqFul5py8xUOXz5DuuOXWPbvxGYpo+kkasNTWuHsWDAO/crGWRmwslVsGsuJN6BNmN0FSWsnEt8jOmZ6RwKP8Tmi5vxu+ZHmpJGa4vWTG41mZ61epbJzm5CiIrvkU05KCgHKzM+f6YF5yLiGPXzUWISUx9q8/vJMFYGXOEl79o82dTw7EGW+fPn07VrV5o1a8bnn39OYmJiSQ29cBYtgrNnoV073SygKD35zeSW0eK3suJ70lf/2MHKjGVj26MAI38+yo1YIxZpaTS6FITn10PcDfi5F0SFFHo8phpTprWbxlfdvuLq3asM/GMg0w9M5+rdq4W+ZoFkLQB9YLFV9u/Tg65FJbJw5wW8P9/LiKVH2HvuJkPb1WTr5M78/bo3Xzw9/H4wG3YclnaHPybryqON3wf9vyrxYPbq3assPL6QXut7MWn3JI5FHGNow6FsGLCB5X2W06d2HwlmhRCFJgFtNt0aVeHrYR4EXo1h4PeHCLl9rxC+ry8Xb8bx3sbTtHVz4O3ejfK8zs2bN/n5558ZPHgwtra2dOzYkSVLlpTCHRTQYzgLWC7kNZPr6wuBgXDwoO7jMagv/OAuVrWdrVj+Qntik9IY+fNRohIefnFpUL2eugVjagb8OhgSo4o0rh61erB10FZGNxnNzis7GbB5ALMOzuJ63PUiXfdBDwWqWQtAs1UwcF3gytjfx6LMVfSVWpJNzPj9ZBgjhn6E9+d7+WZPMHUq6xaoHp3Rkw+ebkaz6nb3A9mkGN1uXj/1gLs3YNBSXdktI3ZhKyxVVTkUfohJuyfRb1M/lp9ZTlOnpnzl8xW7n93NO+3foYFDgxLrXwjx+KhwKQcl7WmP6lS3t+DllccZ+P1Blmz5nOZB/kwclYiFtSPfTvXBNJ9KCKmpqSxcuBBHR10O4Lx58zhx4kRpDN94kydDVl7v6tVlOxbxWDBq17V7mlW3Y+notoz+5Shjlh1l9UueWFcy4teVc30YtgZWPA1rhsGo38G08GX0HM0dmdJ2CqOajuLn0z+z7vw6tlzaQhvXNnSs1hGvql40dGxYpN3G8tqWNsuDlVoOXrzN2y8uJuy3k9S0d2XKEw14pk0NqhsqGaiqcGod7JihSy/oMEFXequE6sYCJKQlsPXSVlafW83l2Ms4mjsyoeUEnm3wLJUtK5dYv0KIx9djEdAW5A8pQFt3Rza90pGxvv/wvM+rNB87l4vXYli5ZgauXw3L9/waNWowevRotmzZAkC9evWoV69e0W6iOJVhCSzx+DJUUi8vnnWc+O651oxfdZyXVxzjlzHtMDc1orycmxcMWqKrU7vxZV1ZL03R3oxytnDmnfbvMKbpGH499yv+Yf4sPL6QhSzE0dwRz6qeut3IqntjVyn3RaVFpagWOKS9wIilR6iTnsbyF9rj3dAFzQ+Zhk+4Gw6bJ8JlP6jeBp7fUGIzsqqqcur2KTYGb+TvkL9JSk+iqVNTPun8CU+6P1nxFtcJISqUxyKgNWYbTsi5TaSLlQvnX7nGhHHzOaxtyZs9G9D5s6BczxVCGCd7MJv1Mzd331xcrFweqt/bs4kLC55twZtrg3htTSDfj2htXK3opgN1NVV3zIAd70PvT4pl7C5WLkxpM4UpbaZwM/EmATcCOBx+mEPhh/gr5C+0ihaPKh741PDBu4Y37rbuaDX3gnB3d10Kwdy5ulSS0NB87z8784xWOKVNRqs6Mb5LHd58ehDmP40HcilX9t9W+ONVSE+Fp76ANmNBU/z1pm8l3mJb6DY2Bm/kYsxFLEws6FO7D4PqD6KFc+5b6gohRHF6LAJaYz34tp6dpSnL180mMDiCdu75lBAylhHF9Qs6oyxERZXrpifZDGxVg5jENOZuOcu7G0/z+TMt0GiMCJK8JkHsNQj4TrfgqfObD29KUgRVLKswoO4ABtQdQKaayb+3/8Xvmh/7ru/ji+Nf8MXxLzDTmFHLthZutm64t0um7u4/aObcDHf7Oig8fP+ZmSqbm3Zj56rjJKRmkPzcZyQt8qda8mJM1ZqkKdeIqPQ27/U9pwtUDUlNhO3T4fgyqOoBg38pdNWH3EQkRLD76m52hO4g8GYgKiotnFswx2sOvWv3xspUSgEKIUqXBLT5MMtMp0Mdp+K7YGhorjv5ZDE4o1zQXaaEeISM7VSbmMQ0vt4djL2FKTOeapz/zJ+iwJOfQHwk7J4LEad1dWpLIHdUo2hoUbkFLSq34LXWrxEeH86RG0cIuRtCaGwol2Mvs6+3E+n+0wGw+7YRLXa9QmW7yiSmJJKcmow2vTbP/HCIwH5TqeF/EqfEWCzMzHC2NiNVE0qC4kesyUZQ0nIfSMRpWD8Obp+HTq9Dt/fBpGhv9auqyvW465y5c4Yzd85w4uYJTt06BUB9h/pM9JhIL7de1LUv3qBZCCEK4tEIaI0saF9cmzKUiXy2tRSiIirIuxFv9KxPbFIaS/1DcLAyY1I3I/LSNVp45hdwbaGrU3sjCIYs123KUNx8ffUVLKpZV2Ng/YE5nk6v405oSgSn6lkS1LIyQdXDcXG4f8+Z6TZcSvuKJ72bMfjf63SZ9i2VtJUAcF0wgNsPfp+yXuRmvcAN+g22vA7m9jByM9TtVqjbSEpP4vSt0xyPPE7gzUDO3DnD3dS7gK6kWWPHxrzW6jV6uvWsmFsECyEeSY9GQGtkQfvi2pRBCFE8IqZF5JvbnkVRFGb1a0JsUhrzt5/H1sKUkZ5GvFuh0YD3FKjlCetf0JWt6jNPt5lAcaQgZOXGgu7FZi7bGptcDqUeUA8YdO/YllOXmLZlM4rZLerXjMPUIoKjUZs55JqOzbpu9HHvw4B6A7gx9QbLg5bn/B0WGqoLokeOgL/ehqNLwN0bBi8Da+MrCaRlpBF4M5CD4Qc5HnmcM3fOkJ6ZjoJCA4cG9HLvRVOnpjR1ako9+3pSK1YIUS49GgFtRVNcW6QK8Tjx9UUzZgyfD27B3aQ0Zv3+L7bmJjztUT3/U7MqK4w/AJtehq1vQHgg9PuqyBUQ9HVjQR8gP7jA1NBir4MXbzN17QWcbOuycvTL1KtiA+gCzH8i/+GPS3/wx6U/WHdhHe627njX8GbZv8twNHfUfVg44tSnDQ7L+1Pp6mHwehV6zgVt3r/WMzIzuBp3lSM3jnAw7CBHIo6QlJ6EiWJCM+dmjGoyijYubfCo4oGtWcmV9iqq5s2bU6tWrbIehhCinJCAtiwYOaNcoVMkhCiCh0p7Zc2Cjh2LqZsb3wVfYtQvR3lj7Umu3klkUrd6uS4Uywou3931ri6wHLEB9nwA/gt1mzD0X1S0oNZAfnt+i90Cr0bz0opj1Ha2Yu34Hthb3s9zNdWa0rFaRzpW60h8h3h2XtnJ75d+Z935daRkpDzcvxas69bHMeEkDtvH3A94zR1xsnDCvpI9d5LuEBwTTHB0MJdiLpGckQxAdevqDKg7gE7VOtG+avsKtZhr5syZZT0EIUQ5IgFtOSYpEuJxlBWAjv197P3ZzQdmQc1NtfiObcf0jaf5YucFAq/FsHCIB3aWD78dnhVQ6gNLjQZ6zAatGeybpztWlKDWQH57XrnB5yLuMmbZPzhbV2LluPY5gtkHWZtZM7D+QAbWH4iqqiSlJ3Hn9n9E+X9BVMgeoqwrE+UxhCgTM+4k3yEqOYrr8dc5desU0SnRZKr369M6mjtS36E+gxsMpoFDA1q7tKaWTS0pqyWEeCRIQFvRSLqCeMQZU8oLwNLMhIVDPWjj7sgHW87w1KID/PB8G5pVN2JjA0UBn/d0QfL+zwEF+n9T9PSDe3LLDb5yJ4GRPx/F3FTDry92oIqtudHXVNJTsDz8PZYHvqRmZpquLJn3VKhkY7B9pppJbEosUclR2Feyx8miGKu1CCFEOVM8v71F6TEyXUGIx4GiKIz0dGPdeC8yMlUGLT7E2n+uGnuybgvYLm9D4ErY8hpk5rLjViE8mDL01+791KtZldSUZFaN60BNR0vjLpSWBIG/wnftYM+HuuoFk45Czzm5BrOgKyXmYO5AXfu6EswKIR55j/0MbUnmqXp4eDBq1KgSu74Qj4IHfwYLs7FIq1oObJ3cmTfWnuSdDac5HRbLrH5NMTPJ5zV7VlALupna9BR4+lswqVTQ23hI9pShpNQMXnhjOulJ8fQzP099l375X+D2RTj2C5z8FZJjwKUZjPoD6nQt8tgqvDFjICgI7OzAxQVWrwZt8e+CJoSoOB77GdqSzFOtWbMmzz77bIldX4hHwYM/gxHTIpjddTbqbDXPrWABXdmqe5ysK+E7tj2dGiWyKuAqI5YGcCvOwCKqB2UFtd1nwul1sHwAJNw23NbdXddeUR5O/8klHSgzU2XsVxu5dfEUdg5OrPzha1JSchlXRhqc2QzL+8O3bXSluOr4wOgtMMFfgtnsFi0CPz9wcIAdO8p6NEKIMvbYB7RCiArsgZqvWo1CffczfDO8FafDYum/yB+zzPr5X0dRoMs0XQ3XGydhaQ+4deHhdlmL01T1fu3ZLLmkA3216wJbfL/liUHDsbW2oHnz5vzyyy85G8Vc0238sLAp/N9oiAqB7u/Dm2d1G0HU7lKs2/Y+Um7fBquKU51BCFEyJKAVQjxyBrSsxsaJnTDRKrimzMM27Rm0qmP+JzYbBGP+hNQEWNoTLu0t0jh+PxnG1zvOYnrnEl9Mfw2AOXPmsH79el3AfGIFrB4GX7eA/QugaksYvhZeD4Iub4GNcSkXj6XJk6FRIwgPBy+vsh6NEKKMSUBbUsaMgVatwMcHhg6FjIyyHpEQFVdWrdfsW73mo0k1W/54tTPJmtM4pI+lerIvQ5YcZuXhUF0qQrZ0hRxqtIWX9oBddVj1DGx8GU6uhtiwAg058Go0b60/hU9dGyKPbcEm4gikxNEueAE7e17ULfL6YzKEHYdOb+iC2BH/Bw1767bsFXlbtAjOnoV27eCzz8p6NEKIMvbYLworUYsWQefOMGGCLserT5+yHpEQFVNoaI46r4Du8dy5uo/Zs3M+d4+jlRk3K83GJLMGVhneRCWMZ+bvZ5j9xxmGalQ+zMjERGvgdb19LXhhO2yfDuf/hlNrdccnWcGWN8DaBTqbwaFFunq2igaSYyEpGjXxNlG3IjALv8ZRk5vYR8bBz0BsJiQnQNRlNE36QU1PqNkBnOtLOkFhaTS6HNq4uLIeiRCijElAWxokx0uIontw0VVWAJstkM3alGHuvrk5tpxN11wnVrOGXVNWcyEyjl8DrrD8MNz59QTfDG+FualuRjTHDmXmtrqKB5mZcPMMhOyHRW/Bvxsg5S70MIcd7+cYUrqJJXcyrYlMtyLRxB6lkRdUqwcO7pBgBuvHw6v/FPu35rE0eTJY3it9tnp12Y5FCFHmJKAtSZMnQ1ISODpKjpcQBWCwnF4x1WBu4GLD3KebUfuf/cw5Cy/4/sOe6GFEJukWeem3yM2i0YAHcv8sAAAgAElEQVRrc91Hx1dh9TXdojATDSTeRU1PZf/5CL7yjyAwPJkaDhZM6l2PZ1rXyFk27OpV3UyuKLrc0kWEEI8t+e1akiTHS4hCKWw5vYKU/BpjcpOFQ1tyJCQKJfp1NKpuk4K8difTUxTIhAQseGPLVUavCyUqRcPng1uwd5oPw9vXyr8GrhBCiGIjM7QlTXK8hChV+W6W4u6uL7k10NcX67+O8OKKFFxSPuOm2WwyNLnUoH3AeWc3XvnWn5DbCUx9ogETfeoazscVQghR4iSgLUmS4yVEqct3djerliyAovBEExcizWZTJXUm1VK+I8Z0Jem5LRa7Z92xa8wa9QU2yemserEDHes6F98NCCGEKDCZTsgm+zabxm65mStfXwgMhIMHdR9GlhoSQpS+FO1pblR6nRTNORzTJvD0dwcJvBqte/JevmZ8Sjp+tVvz2ppA3l5/ilbh5/nztc4SzAohRDkgM7TZZOXc5VjpLIR4tGTVtM16fE+65gY3zWZjmdmJ2/FzGLT4EMPa1cQ+OJ2A7w9y6nosGUM+wPTfG7zWoz6vPzkA7ZrpZXQTQgghspOA1gAJZoV4dLhYuRCZEHn/XZes7XIfrGsLoECi9iC7p/rw1c4LLDsUipLpgoeiMLFrXTzHD6X1hWNYmpmAmlmKdyGEECIvEtAKIR5puVY7eLCubTbWlUx4v18TJvjUxXL+PCwnztI9cSUIzOTXphBClDfym1kI8Xgyoq6ts3UlUIpnJtbS0hIXlyLm5gshhDBIFoUJIUQpcHZ25p9/ZJcwIYQoCRLQCiGEEEKICk0CWiGEEEIIUaFJQCuEeOwVaw1qIYQQpU4WhQkhKq48KhUURFYlhDl+c5jjM+f+te9tkYuv7/1yX4UxZgwEBYGdHbi46HYO1GoLfz0hhBA5yAxtfrKKsCuK7PYlRHljRKWCcmPRIvDzAwcH2LGjrEcjhBCPFAlo8xMaCrNn6/Z+L8oMjRCiYgkN1f3cz55dvD/7t2+DlVXxXU8IIYSkHAghRBZ3e3cDBw0cK4zJkyEpCRwdwcureK4phBACkBlaIYTQM7jtdXGlNSxaBGfPQrt28NlnxXNNIYQQgAS0ximuGRohxONNo9Hl0MbFlfVIhBDikSIpB8aoSAtPhBAlJ2uRaNbjgpg8GSwtdY9Xry7ecQkhxGNOAlohhDBW1uKwOXN0H8by9S3+sQghhNCTlAMhhCgoSUMSQohyRQJaIYQoKElDEkKIckUCWiGEEEIIUaFJQCuEEEIIISo0CWiFEEIIIUSFJgGtEEIIIYSo0MpdQBsZGYm3t3euz1++fJkePXrg4eHBhx9+WIojE0IIIYQQ5VG5Cmijo6MZPXo0CQkJubb59ttv+eCDDzh58iTbt2/n1q1bpThCIYQQQghR3pSrgFar1bJ27VpsbW0B3Wxtnz596NixI59++ikATk5OnDp1isjISFJSUrC3ty/LIQshhBBCiDJWrgJaW1tb7Ozs9F9/+umnDB06lEOHDrF582bu3LlD7969CQgI4JtvvqF79+6YmMhmZ0IIIYQQj7NyFdA+6Pz58yxevBgfHx8SEhIIDw/ns88+w9fXl48//pikpCR27txZ1sMUQgghhBBlqFwHtA0bNuSzzz7Dz8+Pd999F0dHR0JCQrh27RrJycmcOHECRVHKephCCCGEEKIMleuA9t1332XBggV06tSJbdu24eLiwty5c/Hx8aFy5crUrFmT7t27l/UwhRBCCCFEGVJUVc27gaLYAb8BWiABGKqqaqqiKC7ANlVVW91r9zPQBPhTVdWPcjuWm7Zt26rHjh0r6v0IIYQQQohHhKIox1VVbZtfO2NmaEcAX6qq2guIAHrfO74AsLjX2SBAq6qqF1BHUZT6ho4V5kaEEEIIIYTIS74lAlRV/T7bl5WBm4qidEc3Wxtx77gPsO7e4x1AZ6CVgWPB2a+tKMrLwMsAtWrVKtQNCCGEEEKIx5vRNa8URfECHIATwHZgILD53tNWQNi9x1FA61yO5aCq6o/AjwDOzs5q27b5zigLIYQQQojHx0PxoyFGBbSKojgCi4BngHeB71VVjclWYSCee+kHgDW6VAZDx3Ll7u6O5NAKIYQQQogsiqKcMKZdvjm0iqKYAf8HvKeq6hWgJzBJURQ/wENRlKXAcXQpBQAtgdBcjgkhhBBCCFGsjJmhHYduuneGoigzgO+AbegqH2QCTsCfwB5FUaoBfQBPQAVCFEWZcq8fWRQmhBBCCCGKXb4ztKqqLlZV1UFVVZ97H2u5X/nAEd3CsE7oFoYFAN1UVY1FN5O7HXgD2A1UKaF7EEIIIYQQjzGjF4VlZ6jygaqq0dyvagC6AHeVqqp/KYqiwUCVg/xkZGQQFRVFWlpaYYYpHmGmpqY4Ojqi1WrLeihCCCGEKGOFCmizZFU+UFU1wMDT+VY5yK9sV1RUFObm5jg7O8sWt0JPVVXi4+OJioqicuXKZT0cIYQQQpSxQm99m63ywQu5NMm3yoGqqj+qqtpWVdW2hgKTtLQ0rK2tJZgVOSiKgrW1tczcCyGEEAIo5AytgcoHhmRVOQhAV+XgfCH7AmDBoQXEp8ZjbWbNtI7TCnOpMhUaGoq7u3uhzw8JCcHd3V2C+3vk+yCEEEKILIWdoc1e+cBPUZTZiqJ89ECbzcBIRVG+BIagq4RQaPGp8Tk+VyTz5s3jxAmjyqjl6uTJk8ybN8+otgkJCezevZvr168XqU8hhBBCiIqgUAGtgcoHc1VVff+BNnd5uPJBhZKQkMDAgQPp2rUrI0eORFVVxowZw5AhQwAYNmwYY8aMAXT5vjY2NiQnJ+e4RmhoKNeuXWPQoEFG95uenk6tWrXw8fHBx8eH06dPM3DgQMLCwggNDc3z3LS0NPr27cvhw4fp378/Z86c0T+XlJREnTp19F8nJibi4eGR4/xx48bh5eXFRx99lOexyMhIvL29H+q/f//+nDx5Mt97/Pfff3niiSf0Y+7fvz+dOnXil19+yfdcIYQQQojsCp1DawxVVaNVVV2nqmpESfZTUlauXImXlxf79u2jUqVK+p3MgoKCcnwG2LlzJ8nJyezfv/+ha0yaNCnXPsaPH68PXH18fPjggw84deoUw4cPx8/PDz8/P5o3bw7AK6+8wsqVK/Mc84ULF3jrrbd4//33GTduHP7+/vrnPvroI27cuAHoKkgMGTKEmJgY/fMbN24kIyODw4cPc/nyZYKDgw0ei46OZvTo0SQkJOTo+9dff6Vu3boPBckPUlWVKVOm6HNgFy1aRJs2bTh48CDr168nLi4uz/OFEEIIIbIr0YC2oqtevTqbNm0iODiYpUuX0q5dOwDMzMy4c+cOpqam+rbbtm1j0qRJbNu2Lcc1Ll26ROPGjQGYM2cOM2bMoEuXLnh4eBAREcGSJUv0gaufnx+zZs0iICCArVu30r59e8aNG0d6ejoAjRs35vLly3mOuWnTpvTr14/AwEA2bdpEr169ADh37hynTp2iQ4cO+rY//vhjjrxePz8//exzr1698Pf3N3hMq9Wydu1abG1t9edGRUUxdepUHBwc2Lt3b55jXLZsGd26dTPYb5cuXWQLZCGEEEIUSJHKdpWmI//VJOquJQD/nT9cLNdsUs2W2f2b5vp8//79SUpKYtCgQXTr1o2FCxcC0LJlS9auXUvLli31bQ8fPoy/vz89evTIs8+LFy+yf/9+PvjgA/bs2cNzzz33UJt27dqxa9cuqlatyqhRo/jrr78YMGAAoJvdNMaWLVvIzMzExsYGgGnTprFo0SLGjh0LgFarpVq1ajnOSUhIoHr16gA4Ojpy4sQJg8eyB7JZFi5cyLPPPsv48eN57733iIuL0485uzt37rBq1Sq2b9/O9u3bDfYbGRlp1D0KIYQQQoDM0OYpODiY3r17c/LkSW7dusWqVasAaN26Nb6+vrRurSute+rUKW7fvs3gwYP1ObNZLCwsiI+/v5Bt1KhRgK7ubmpqqsGUgxYtWlC1alUA2rZtS3Cwbj+K+Ph4LCwsMMasWbN4/vnn+fnnn1mxYgVdu3aldu3aeZ5jbW1NUlKSvq/MzEyDxwwJDAxk0qRJuLq6MmTIEPz8/Ay2e/fdd/n0009zzG4b24cQQgghhCEVZoa2Q+P7QeIcn+Gl0ufSpUtp0qQJo0ePplmzZvoFX61bt2bq1KnMnz+foKAgtm/fzvTp05kyZQozZ85k+/btvPjiiwD07duXDRs2MHr0aACsrKxy9LFkyZKH+h0yZAgzZsygWbNmbN68menTpwOwfv16+vbtm+eY165dy4ULF5g5cyYxMTHY29uzbds2rl27xp9//snJkyfp168fW7dufejcNm3a4O/vj6enJ0FBQTRs2JAaNWo8dMyQevXqcfnyZRo1asSxY8dwc3Mz2G7fvn36AP3kyZO8//77+n4HDx5MUFAQnp6eed6jEEIIIUR2FSagLQuvv/46I0aMYNmyZdjZ2bFmzRoOHz6Mu7s7DRo00Adt27dvZ8GCBQB0796d7777Th/Q9uvXj6FDh9KnTx+j+501axbPPfccqqoyYMAAevbsya1bt/jrr79Yu3ZtnucOHDiQ4cOH06VLF6pVq4avry/jx4/XP+/j42MwmAX43//+h7e3N+Hh4fz9998EBASgKMpDxwx5++23efHFF/n444+xtLRk48aN7Nmzh7Nnz/Lqq6/q2124cCHHWD766COuXLlC3759OXDgAGfPns2R5yuEEEIIkR/F2JzMkta2bVv1wcVA4eHh+jzPOX5z9Mfn+MyhIrl+/Tr79+83mC9rrNWrV+Pt7U3NmjWLcWQPi46OZufOnXTp0gVXV9dcjxW38PBw/P39efLJJ7GzszP6nAfzgIUQQgjx6FAU5biqqm3zbScBraioJKAVQgghHm3GBrSyKEwIIYQQQlRoEtAKIYQQQogKTQJaIYQQQghRoUlAW0pCQ0OL/Zr57RomhBBCCPE4kIC2FMybN48TJ04U+3UXL17M/v37jWp748YNdu3aRVxcXLGPQwghhBCiLElAm4eEhAQGDhxI165dGTlyJKqqMmbMGIYMGQLAsGHDGDNmDABRUVHY2NjoN1/IkrVz2KBBgwrUd2RkJN7e3vqv09LS6N+/P506deKXX34B4NNPP+Wbb77Jd2etCxcuMHToUA4ePEjXrl1JTU0lLCyMGjVq6Hcou3XrFiEhITz11FN4e3szderUHNd45ZVX2LJlS67H0tPTqVWrlv56p0+fBiAxMREPD488x7d48WL9eR4eHvq6uePGjcPLy4uPPvrIiO+YEEIIIR5XEtDmYeXKlXh5ebFv3z4qVapEVlmxoKCgHJ8Bdu7cSXJy8kMzpitXrmTSpEm59mFo69vo6GhGjx5NQkKCvt2iRYto06YNBw8eZP369cTFxWFiYkKPHj04ePBgnvdx6tQpli1bxuzZs6lTpw4hISEcOXKEGTNm4Ofnh5+fH5UrV+add95h5syZHDhwgOvXr+u3rz1w4AARERH0799ff80Hj506dYrhw4frr9e8eXMyMjIYMmQIMTExeY5v4sSJ+vO8vb156aWX2LhxIxkZGRw+fJjLly/rdxcTQgghhHiQBLR5qF69Ops2bSI4OJilS5fSrl07AMzMzLhz5w6mpqb6ttu2bWPSpEls27YtxzUuXbpE48aNAZgzZw4zZsygS5cueHh4EBERwZIlS/TBnJ+fH7NmzUKr1bJ27VpsbW311/Hz89PPDHfp0kUfXHt6ehIYGJjnfQwePBg3Nzf+/PNPoqOjqVevHgEBASxdupTWrVvrt9a9cOECrVu3BqBKlSrExsaSlpbGSy+9hLu7O7///juAwWMBAQFs3bqV9u3bM27cONLT0wH48ccfcXd3N+r7HRYWRmRkJG3bts1xv7169cLf39+oawghhBDi8VNhtr7tHeyHa/wt3Rch/xTPRV2bQ5/Pcn26f//+JCUlMWjQILp168bChQsBaNmyJWvXrqVly5b6tocPH8bf358ePXrk2eXFixfZv38/H3zwAXv27DG4e1j2QDZLQkIC1atXB8DR0ZHIyEgALCwsSEpKyvdW4+PjWbduHW5ubiiKQp8+fZg5cyaWlpb07NmTU6dOMXjwYObOnYunpyfbtm3j008/ZcWKFTRp0oS3336bRYsWcfXqVSwtLR865unpya5du6hatSqjRo3ir7/+YsCAAQXa+OC7775j4sSJBu+3JHKQhRBCCPFokBnaPAQHB9O7d29OnjzJrVu3WLVqFQCtW7fG19dXP5t56tQpbt++zeDBg/U5s1ksLCyIj4/Xfz1q1CgAatWqRWpqqsGUA0Osra31gWt8fLw+bzYkJMSo7XDt7e1Zvnw5aWlp/PPPP3Ts2BEbGxu0Wi2tWrUiODiY999/nz59+rB06VJGjx6NtbU1gYGBvPzyy7i6uvL888+zd+9eg8datGhB1apVAWjbtm2BUwQyMzPZu3cvPj4+ed6vEEIIIcSDKswM7bb6PvrHpbX17dKlS2nSpAmjR4+mWbNm+gVfrVu3ZurUqcyfP5+goCC2b9/O9OnTmTJlCjNnzmT79u28+OKLAPTt25cNGzYwevRoAKysrHL0sWTJEqPG0qZNG/z9/Rk8eDBBQUF4enoCsHnzZj7++OM8z504cSLDhw+nS5cuxMTEYG9vz5NPPsmaNWuws7Njx44d+oVYHh4eXL16lTVr1gBQr149fXmwY8eO4ebmhpub20PHRo4cyYwZM2jWrBmbN2/WpzEY68CBA3To0AFFUXLcr6enJ0FBQTRs2LBA1xNCCCHE46PCBLRl4fXXX2fEiBEsW7YMOzs71qxZw+HDh3F3d6dBgwa4ubkBsH37dhYsWABA9+7d+e677/QBbb9+/Rg6dCh9+vQp0lhGjx5N3759OXDgAGfPnqVDhw74+/tTuXJlnJ2d8zz37bffZuTIkSiKQq9evWjYsCGzZ8+mW7dumJmZMWHCBH3AOH/+fKZMmYKlpSWgqzTwwgsv8Ntvv5GWlsb69euxtbV96Fh0dDTPPfccqqoyYMAAevbsaXAsZ8+eZfXq1Q9VLti+fTtdunTRf/2///0Pb29vwsPD+fvvvwkICCjKt08IIYQQjzBFVdWyHgMAbdu2VbMWOmUJDw/X52DO8ZujP66foV2wAOLjwdoapk0rpZEW3PXr19m/f7/BfNmCCA8Px9/fnyeffBI7Ozu+/PJLJk+enGNx2qMkOjqanTt30qVLF1xdXR96Pvv/DyGEEEI8ehRFOa6qatv82lXsGdqs3NRsOarlUY0aNYoczAJUq1ZNv/IfYMqUKUW+Znnm4OCQ436FEEIIIQyRRWFCCCGEEKJCK/cBbXlJiRDli/y/EEIIIUSWch3QmpqaEh8fL8GLyEFVVeLj4x/Z3GEhhBBCFEy5zqF1dHQkKiqKuLg4zBLN9MfDw8N1D8zuHyPrmHgsmJqa4ujoWNbDEEIIIUQ5UK6rHGSnzFX0j9XZ98as3D9GObkPIYQQQghRPB6LKgdpJlqODfPA9GYq+d6pEEIIIYR4JFXYgDY26hZX32iCl1UwiXUqcTv8Cs7V3Mp6WEIIIYQQopSV60Vhubl28TR3F3WhoeV1DgfXx4R0Lq97t6yHJYQQQgghykCFC2ifzKiP7aonsVbjuPinE16rj3Pieh3aRv/NpVOHynp4QgghhBCilFWogHZkRjO2KLeJ1jiSOGonTY5fBKDx+nPEKtYkb30XNTOzjEcphBBCCCFKU4UKaN8knUuqM46v7aN6ncb643Z3E7jQ+FWapgYRtPu3MhyhEEIIIYQobYUOaBVFcVEU5UAez1dXFOW6oih+9z4qF7avLLWVGA6pttjaOz30XOuBb3JFUwOnQx+SmpJc1K6EEEIIIUQFUaiAVlEUB2A5YJVHsw7Ax6qq+tz7uFWYvrI4qdbYK4kEY7jerKlZJWI6z6amGs6JDQuK0pUQQgghhKhACjtDmwEMBe7m0cYTeFFRlBOKonxSyH70GqrOAFxUknJt08JnMKcrtabxhe+JvRNZ1C6FEEIIIUQFUKiAVlXVu6qqxubT7G/AB2gHeCmK0qIwfWVpoNoAcEHJvVtFo8F6wGdYq4lcXPYyGenpRelSCCGEEEJUACW5KOyQqqpxqqpmAIFA/QcbKIrysqIoxxRFOXbrVt4ZCfVVMzJVhfNK3u1qN+3AP3Un0ybej+PfjiQzI6Mo9yCEEEIIIcq5kgxotyuKUlVRFEugF/Dvgw1UVf1RVdW2qqq2rVw57zVjdRWVG9iRoqTl27HnqA85XPNF2sf8xT/fv2CwlNeFyDhmbDrN5VvxRt+QEEIIIYQof4pl61tFUboDTVRV/Tbb4bnAXiAV+EFV1fNF6aMOyYSotka39xw7n8M/JeN1YxUBS8zpMH4xikbDrbgUvtx5gbX/XCVThfiUdL4e1qooQxNCCCGEEGWoSAGtqqo+9z7vAfY88NxeoFFRrp9dbSWGP9WqRrdXNBo8X1pEwOIUPCN/49DSSgTWm8z3fpdISc9klJc7ccnpbAkKZ1a/FJysKxXXUIUQQgghRCmqEBsr3I25g7MSzyXDFbtypWg0dJj4I0ccB9AxfDlN9o7jlarn2PGaF3MGNGVC1zqkZmSy7tj1khm4EEIIIYQocRUioL155T8AgpWCb5igaDS0m+TLibqT6GQdwaTI2dRZ2R52zqa+yU061HZk9dErZGYWMFoWQgghhBDlQoUIaGPDdOm3eZXsyotGq6X1yE8wm3YWhq+FGu3g0CJY1Jrv0mbSNmYHB/67WpxDFkIIIYQQpaRYFoWVtLSblwDyLdmVL60JNOyt+4iLgJOrcTqxgoVmi0ncsAJCh0PrUVC1ZTGMWgghhBBClIYKMUOriQkhQrUlQUkpvovauIL3FJTXAvmtyfdsT2uFemIVLOkCl/YWXz9CCCGEEKJEVYiA1jrhKiGqXclcXFHo/MRApqS/wnettoCFIwSuKpm+hBBCCCFEsasQAW3ltDAuY15i16/hYEn3hlXwPXmXjEb94fzfkJpYYv0JIYQQQojiU+4D2sT4WCoTXeCSXQX1vKcbt+NTOGrdDdISIHh7yXYohBBCCCGKRbkPaCNCzwEQXJz5swZ0aVCZGg4WfHOxMli7wL8bSrQ/IYQQQghRPMp9QBsbpgtoLyh3S7QfrUbhuQ61OBwSS0ztpyB4JySXbJ9CCCGEEKLoyn1AmxJ5EYDzyu0S76t/i2oAHLXqCunJulxaIYQQQghRrpX7gFYTE0IUtsQqJb9Iq4aDBTaVTDiYXAdsa8CZjSXepxBCCCGEKJpyH9BaxV/lpkn1Yr+u6wJXlLkKrgtc9ccURaGBqw3/RSZA0//Bxd2QFF3sfQshhBBCiOJT7gNap9Qw4qxqFvt1IxMic3zO0sDFhguRcajNnoHMNPhva7H3LYQQQgghik+5DmiTE+Nx5TbpdrVLrc9GrjbEJKZx07oxOLhLtQMhhBBCiHKuXAe0kVfOA2BauW6p9dnQ1QaAc5Hx0OwZCNkP8bdKrX8hhBBCCFEw5Tqgjb6uC2htqzcslf5cF7jSaYVuNvhCRBw0HQRqBvz3e6n0L4QQQgghCq5cB7TJN4MBcHFrXCr9RSZEkqnEkc4dzkXEgUtTcG4I/24qlf6FEEIIIUTBleuAVom6TCxW2Dm5lGq/aZornI+8C4oCzQbBlYNwN7xUxyCEEEIIIYxTrgNay/irRJZAya78pGmuEBwZT0amCi2G6A4e+6XUxyGEEEIIIfJXrgNap9Qw7loUf8mu/KQqoaSkZ3LlTgI41oGGfXQBbVpSqY9FCCGEEELkrdwGtKkpybhk3iTNvugluwxtopCXNE0oAOcj4nQHPF+BxDtwam2RxyKEEEIIIYpXuQ1oI6+eR6uomDgXrGSXoeA1t00UcpOmXEdR4HzkvYDWvTO4toCAxaCqBRqPEEIIIYQoWeU2oI26pivZZVOtQYHOK2jwaoiqpODuZHV/hlZRwGsS3DoHl3YX+rpCCCGEEKL4lduANilSV7KrSimV7HpQAxfr+wEt6GrSWrvC4e/LZDxCCCGEEMKwchvQKlGXiVMtcHCuWib9N3S1JfROAslpGboDJmbQ/kXdDO3Nc2UyJiGEEEII8bDyGdC6upJ57BSXE6uhaMpmiI1cbchU4eLN+PsH27wAJuYQILO0QgghhBDlRfkMaCMj8fI9RssFgWU2hAYuNgC6HcOyWDlBy2EQ9Bsk3C6jkQkhhBBCiOzKZ0BbDrg7WWJmouFCZFzOJzxfgYwU2WhBCCGEEKKckIA2FyZaDfWrWOecoQWo3BDq9YSjP0FactkMTgghhBBC6ElAm4eGLjacj7j78BOdXoeEm/DPT6U/KCGEEEIIkYMEtHlo6GpD5N0UYhJTcz5Ru4tulnb/fEiMKpvBCSGEEEIIQALaPDV01S0MO/9g2gFAz7mQfBcOfFHKoxJCCCGEENlJQJsHfUD74MIwANdm4DECjv4I0aGlOzAhhBBCCKEnAW0eXG3NsTU3MTxDC9B9Biha2P1h6Q5MCCGEEELoFTqgVRTFRVGUA3k8b6ooyhZFUQ4qivJCYfspS4qi0NDVJveA1rYaeE2Cf9dD2InSHZwQQgghhAAKGdAqiuIALAes8mg2GTiuqmonYLCiKDaF6ausNXS14XxkHKqqGm7Q6XWwdIYdMyG3NkIIIYQQosQUdoY2AxgKGKhppecDrLv3eD/Q9sEGiqK8rCjKMUVRjt26dauQQylZDV1tiUtO50ZsLjVnzW3B51244g8XtpXu4IQQQgghROECWlVV76qqGptPMysg7N7jKMDFwHV+VFW1raqqbStXrlyYoZS4ptVsATh5LSb3Rm3GgFM92DkLMtJLZ2BCCCGEEAIo2UVh8YDFvcfWJdxXiWle3Q4LUy1HLt/JvZHWFHrMhtsXIGhN6Q1OCCGEEEKUaJB5HOh873FLILQE+yoxploNbagldNcAABrtSURBVN0dOJxXQAvQuD9Uaw1+n0F6SukMTgghhBBCFE9AqyhKd0VRXn3g8HJgrqIoXwNNgCPF0VdZ8KrrxIXIeG7H5xGoKgr0mAV3r8OxZaU3OCGEEEKIx1yRAlpVVX3ufd6jquq3Dzx3BXgCOAj0VFU1oyh9lSXPOk4AHA3JZ5vbOj7g7q3bEjclvsTHJYQQQgghSjivVVXVcFVV1xmxgKxca17dDkszLYcv5ZN2oCi6XNrE23BkcekMTgghhBDiMVchF2qVNlOthnbujgTkl0cLULMdNHwKDi6CxHxmdIUQQgghRJFJQGskzzpOBN/MJ482S/f3IeUuHPy65AcmhBBCCPGYk4DWSJ51HAGMm6V1aQIthsCRJRAXUcIjE0IIIYR4vElAa6Tm1e2wMtMaF9CCbvewzDTdAjEhhBBCCFFiJKA1kolWQ7vajgRcNjIv1rEOtHoeTqyAlLiSHZwQQgghxGNMAtoC8KzjxMWb8dyKM3LjhGaD4f/bu/c4Oco63+OfX1V190ySmclMAhlAcgNF0EQIk5DIHkVFvB51ZY+4HnXXG+Kii8dFAQEPKq5wUPQA3thF14NHX6IeXMWjIgej3CIkgAksFw2EQIBA7pO5dHdV/c4fVXNJzG1mujO37/v16ldd5qlnfl3V1f2rp59+KqnA2t/WNzARERGRSUwJ7RD0jUd7wN0OZi+FhhZ49Fd1jEpERERkclNCOwQvPbyZaaXowBPasABHvxYe/TWk4/a+EiIiIiJjmhLaIYjCgMVzWw88oQU45g3ZjRY2rKpfYCIiIiKTmBLaIVo6fwZrn+/iuR29B7bB0a8BC+GRX9Y3MBEREZFJSgntEC07Ku9H+/gBjnbQ2ApzXq5+tCIiIiJ1ooR2iI47rJmmofSjBXjR6+G5/4CtT9QvMBEREZFJSgntEPWPR7t2iP1oQa20IiIiInWghHYYls2fwWObuth4oP1oZxwFM16ofrQiIiIidaCEdhiGPB4twDGvh3W3Q++OOkUlIiIiMjkpoR2G4w5vpqlhqP1o3wBpFdbeWr/ARERERCYhJbTDEAbGSfPaWPHYAY50AHDkSdAwXf1oRURERGpMCe0wLZ0/g8c3dfHs9gPsRxtG8MLT4E83665hIiIiIjWkhHaY+vrR/uHxIfaj7d4MT91Tp6hEREREJh8ltMN07GHNNDdE3DWU4buOPhWCSKMdiIiIiNSQEtphCgNjybwZQ/thWENLdtewR/4vuNcvOBEREZFJRAntCCyd38a6zd08s73nwDc67q2w6VHY+ED9AhMRERGZRJTQjsCyo4YxHu1xbwMLYc2P6xSViIiIyOSihHYEjm1vpqWxwIq1Qxi+a+pMOOrV8MBPIE3rF5yIiIjIJKGEdgSCwFgyr40VQxnpAGDB38D2J+Gpu+sTmIiIiMgkooR2hJbNn8ETm7t5etsQ+tG++E0QNajbgYiIiEgNKKEdob7xaIfUj7bUBC96PTx4IyRxnSITERERmRyU0I7Qi9ubmD6lMLSEFrJuB92b4PHldYlLREREZLJQQjtCQWCcNK+NFY8N4YdhAEe/FkrNsOYn9QlMREREZJJQQlsDS+fPYP2WbjYMpR9toQGOfQs89HOoDmE7EREREdmFEtoa6O9HO5Tb4AIsOB0qnfCnm+sQlYiIiMjkoIS2Bo6Z1UTrcPrRzn0FTD1Eox2IiIiIjMCwElozu87M7jKzi/by98jM1pvZ8vyxYGRhjm1ZP9oZ3DXUhDaM4CVvh0d/Db3b6xOciIiIyAQ35ITWzN4OhO6+DJhvZi/cQ7GFwA/c/ZT8sWakgY51J81v46mtPUMbjxay0Q6SMjz8i/oEJiIiIjLBDaeF9hTghnz+ZuCv9lBmKfBmM7s7b82NhhnfuNExpw2AlU9sHdqGL1gM02fD/d+vQ1QiIiIiE99wEtqpwIZ8fgswaw9l7gFOdfclQAF4454qMrMzzWylma18/vnnhxHK2HHsYU00FkLuHWpCawaLPwTrboP1f6hPcCIiIiIT2HAS2p1AYz4/bS91rHb3Z/L5lcCeuiXg7te6e4e7dxxyyCHDCGXsiMKA44+czsonhjgeLcDiD8CUmfC7y2ofmIiIiMgEN5yEdhUD3QxeBqzbQ5nrzexlZhYCbwP+OLzwxpeOua089EwnXeUh3s62OBVOPgfW3qpWWhEREZEhGk5C+1PgPWZ2JfAO4EEzu3S3Mp8DrgfuB+5y91tGFub4cOKcVpLU+eOT24a+cV8r7fIv1j4wERERkQlsyAmtu+8g+2HYCuBV7v5Hd79otzIPuPtCd1/g7hfWJtSx74TZrZgN44dhMNBK+9hvYf2K2gcnIiIiMkENaxxad9/q7je4+7O1Dmg8a2ks8KJDm1g1nIQWBrXSqi+tiIiIyIHSncJq7MS5rdy7fitp6kPfWK20IiIiIkOmhLbGTpzdSmdvzKPPdQ6vgsUfyG6Hq1ZaERERkQOihLbGOua2Agy/24FaaUVERESGRAltjc1um8LMaUVWrRtmQgvQ8X610oqIiIgcICW0NWZmnDindXgjHfRRK62IiIjIAVNCWwcdc9pYv6Wb5zp7R1BJXyutxqUVERER2RcltHWwaE7Wj/bemrTSLocn7qpNYCIiIiITkBLaOnjpEc0Uo4CVI+lHCwOttL9TX1oRERGRvVFCWwelKORlL2hh1foRJrTFqXDyx9VKKyIiIrIPSmjrZNGcVh7YsJ3eajKyitRKKyIiIrJPSmjrpGNOG9XEWf3U9pFVVJyiVloRERGRfVBCWyeLZk8HRnCDhcHUSisiIiKyV0po62TGtBLzZ05l1RNbRl6ZWmlFRERE9koJbR2dOKeVVU9sxd1HXllfK+3vrxh5XSIiIiITiBLaOlo8t42t3VXWPr9z5JUVp8BJZ8Ha/wfPPjDy+kREREQmCCW0ddQxN7vBwt2P16AfLcDiD0BhKtx5dW3qExEREZkAlNDW0byZU5k5rcg962rQjxagsRVO/Dt44Mew/ana1CkiIiIyzimhrSMzY/HcNu5+vEYJLcDSj4A7rPhG7eoUERERGceU0NbZ4rltbNjWw9PbempT4fTZ8NLTYdW/Qc+22tQpIiIiMo4poa2zJfPaAGrX7QDg5H+Eyk5Y+e3a1SkiIiIyTimhrbMXtzcxtRjWNqFtXwBHvRr+8E2Iy7WrV0RERGQcUkJbZ1EYsGhOK/fUaqSDPi//R9i5EVb/sLb1ioiIiIwzSmgPgiVz23hkYyfbuiu1q3T+KdC+EO64CtK0dvWKiIiIjDNKaA+CxXk/2pXrathKawYnnwOb/wSP/rJ29YqIiIiMM0poD4Ljj5xOIbTa9qMFOO5t2agHt38lG8pLREREZBJSQnsQNBRCFhzRUvuENoyyVtqn7oF1t9e2bhEREZFxQgntQbJ4XhtrNmynt5rUtuLj3w1TD4XbvlzbekVERETGCSW0B8mSuW1UE+e+9TW+GUKhAV7+UXjst7BhVW3rFhERERkHlNAeJB1z2jCr8Q0W+it/PzS0wG1X1r5uERERkTFOCe1B0jKlwDGzmuqT0Jaa4KSz4OGb4LmHa1+/iIiIyBgWjXYAk0nH3FZuvHcDcZIShTW+ljjpLLjzmmzEg7d/q7Z1i4jIpOfudFUStnZV2NJVYUtXmR07thNXy5QKRUrFiGKhQLEQ4RZQToxy7FSSlHI1IQyMhkJIQyGgIQopFUJaGiNapxRpaSzU/nNRJhUltAfR4rltfG/Feh56ppMFL2ipbeVT2qDjfbDiG/CqC6B1bm3rFxGR+mpvh40bYdYsePbZbNUVR7JpZ4VDGuZz/Vt/yuauMpt2Vti8s0I1SUncSVMndSdJIfW+ecfTBEsqhGmFMCkT3P5boriXQsmYtnQRTVHMtDBhWpjQQJkg7iKsdhHdcwchZcKGADt8JmHcRaF7K4UgZoqVmWY9zKfMAnoJbN9DRqZupBgJAZ5PU4L+dX06yYZXD/KpmWVbmGEGbhFJUCC1AmlYJLUChAUIi1hUxMIiQaFEEGXTMCoSFkqEhRKERdKggAcFPCxm24cN2SNqIAlLEDZgYYSFhf5pkM9n0wJhlM9HJQii/v9PEGVBD0WagieQJlSTmJ5yhXKlSqVSpVyN6a1UKFcTKpUKvdXs7z3lKj2VCt3lKuVyle5KlXKlQm8lprdSJUkSShE0BNBQMBpCpxQaDSGUQqMUOqUQSiEUAyjky9m8UQwDClFIITQKUUgpimgoBIMuNGzgeQeFbKSloJCvy+d3/1tY2G2bAgTh0PbVAVJCexAtyW+wcPe6LbVPaAGWnQ13X5vdPezN6k8rIjKa3J1q4vTGCb3VhHI1pbea0FtN+9dt766wbUcnO7dvpmfZqZSnlkimRqRfvATr2c65yetotm4au8ps/f4HabQqR1NloffSSIVS5DRQoWhVSl6lSIUifdN414DmDprf8J29B34YdHuRnrREubKFajiFpKeTtApehq6TXkO5sYmrHvkxnV6mQsqFJ3+aOElJ/vVfiMsVbEoD0bvOIAwguv67hN078amNJO98J0mS8LOH/504rlIKp7L0iP+U7Zs4pZw/eqvZtKeakqQpEQlFYgoWZ9P+R5Wi9ey2Lqb4F+ViShbv/TmPUJWImJDEIhIiDAhIsDx9D9wJ8nQ+ZNe7exbyx2SRXcyExETsfP/vOWT2MTWpd9gJrZldBxwH/MLdLx1umcnksJZGXtDayC9WP82UYog7OI57dnEXBUYYBPnUBqbhwHp3iNOU1J04ya7Ck/xqPE6c4494K3PvvZ67e47ITqPUST3FUwdPcU9xd9xTSJ2U7E0Xd1IHh+xENM+ukjHMnADbZdnMCPOr6NCcIAgIjOwBBIFhZuApaZKQpglpmpImaT6fL6cJni97mpKmKZ6m2Tr3bLmvtSGPO03ByZ5TCgR4Hkv2/8NBV/dZTEZg2byRze9exgbHbpbXkz3PIAiyK/YgxMIIgmiXK/eg/4o+AotILYSgbxqSWtQ/9SDE87c6NwMLcLdsHutrmsDz1oxdy2RXyd63bf53z9o0BtWRXVEXoohCGGZX3FG+HOXLYUgQBPn/C/q32/eyHXB5x/LnOdDaMt65O3GavRarSZpPnSRJiZOYOE6I04QkiYnjlCRJSNJsPk0T4jgmTVPiOCFJU5Ikzs4HTzBPCQGzNHtNkuavksHLfa+KND/iad6Cle3prDxY3mIWGJg7QWB43ornPvB+4HlLXv955WBk7wVGXmE/yxugsteA9b3WsHzVoNdvvo7Bxz/bgXkdnr2P4HnNfS18g9f3vXqydeTPyfrq8L53qvx9Kr+xzOD/lYWRra8mWXJUrSbZNEmy984ke96pZ8czTdO8lTPtb+FM4ioeV7JHUoH+R5XOns0UPKVoztQw2CV5ijwm9OpAIjbo0WoD81PpHUi0XjZol5fzAxpAtwd0YbRMm4UVGggf+TNB1SF2eM3rIGrgp2t/xba4B4sa+buOD0NUgq9cDQlwyaXZ8gfPyraJgZt+CVED/NUpEDsegz32FJSmQUMzU4Apffuyb+f2ufZRAC767FX9q6487dxs5o3nDZS74XPZ9K2fz1dsgRuuAOBDn/1K9vwc/AMPAdD+pXY2dm1k1tRZPHtB1kJNezvlTZtJ2g8j+fPa7HOqrY1qENH75Aa6KwmnfOc0tvXEtJba+eabv0NPJab7UxfQ3Vul3NJKcO4/EZoRXPRpCp5QCGIKn/8MJe+leOXlRN3bCZsasLM+DGnMd++7jmq1m2nRFP72uNMhjfn5wzeSxr1MjUq8bu6rCNIq3LacIKngDUXSBS/FkwrrtqwlTBMCi5jVdHh2lm54hjRJCSwgOOpogjAkuO9+wiQlTBLC15xKGEX89NEbSUh57wnvJQojomuuoZDERHFC6dLPUyoWaPjwhyjEcXZK/OgnYAH/+Yd/TQqkwC/f/SuwgNN/9A429W6lpbGVn/3tTVmr6BveSHXLNiozD6V8488pJ/COH72breUumouHcNXrv5ZdeF14MZWeXnqnt9H9Dx+lu5Lw/dU/plJ1poYlTp37CgKPCW9bThiXCUoRwZKObN2qewjiMmExIFjwEkKPefT5ByiQcOyMowg9IVz7KGFaJYyMRQ3N1Ir5MO4wZWZvB97i7n9vZt8GvujufxpqmcE6Ojp85cqVfRsP/KHvjeqzA+v8v+/hBNtHuZGs+wt7+kpo8El47rN7LUd7OxctfDvfW/Smve2GEZttG/lN8VOUrFq3/1ErfV9FpX0fzXkilOYXr45BGAIGcTzwIVYqZQV6y/RdDXhjI47RW+3FMYpRQ1ZHudyfMHqxmNXp2Ynf/5HpUPU0e2PFMAtwJ08psg/FkJTQslaCkIQCCSEDy0Wr8fjCE0jqfakJ/YnuwNk1sDw4CWYPZd0GjsfA1uxhne/yt77/vQvnL/7X7uV80PHvSyYHJ5YBKeF+vm6ViSsmotehSkCFgIZiC0kQkWzrIkkgsQhvPxyCIg9vfYyKORWg48iXE0RF7OZbCOKUqDem4ZxP0tjURvD+s6DXoRe4/2FoaKH0pUOp5C/VoX729ZfbU1Jag3UH+rk8ks/qfdZXgzhqHVst9snB3Jdj5nntg5mtcveO/ZUbbgvtKcAN+fzNwF8BuyerB1Jm7Gtvz6Z9SenGjbtOgY1dG3eZ7q0cGzfy2Vu+xdkrboAnn8QwXvCVI+hrF13/8adIUmfJvyxlU/dWZjYeym/ec2vW+rp0GXEQZl9b3HF71nrbcSKhp0RpQvjQfxAGxlFXzeNIc6Zh3HvmKoIwJHzJcQRpSpikBE+sIwhC2q88DAee/+TzAMy84pD+D/PNn9oEQNv/mNEf+pbztuDety5L8Z7+xDPEqdPxrcU837OVmQ2Hsvzvf0/ikJywiNRCHCjedy9RFFGYN49iHFOMYwo9XURRSFjjN6LpfSfOxXsvs6cLkD2drO1XHM5zXVs4dMrhrPnIQ1SSlBO+dRKbu7czo/EwfvGuX1OJU6qn/xcqnTtJW6dj374O84R3/fhviICIlO+97d8IPMH+2zkEndux5ia44vKstekjZ/U3aNnXrs5i+ejZeUuTw//8albuMxdnLW+XXILhfG75Jeys7KClOI2LX/kZzFO+8PtL6ap00lycxrnLPkWcpFzzh2vorZSZVpjGuxa8myROiP/PjSTVCmlDI7zuNNydWx/7DZWkQmNY5BWzXwmewh2343EVKxQIly3BgBVP3UmclCmFBU4+cll2OXLnnQSVMkGxgL18KWawYv3txGmFYlBg2ZHLAOcPT62gmlYpBQU6Dl8MOPc+vQoDFrUfD8D9z95HNa1SDAq8bNbC7JitWQNxFStE+EsWZMfowQchjvEogpe8FIA1zz9InFSJwogFhy4EYPVza6gmMYUwYuGshdm5tno1FlchKsCChRjO6udWkyRVorDAgkMXZPt+zZqsXBhhJyzCLMDuuCM7HinYa1+LBQF20y8I3LHUsXecQRAE/K/V15OS8qGOM7NvL66+BkudIE0ILvg0YRhy8fLPkJKSAF867cvZBd1nLsE7O0mnNeOXfgHH+PStF7O90snUYgtfeM0/Z+n0Rz+Wp9ZGes3XsnP30xdm2za1kF76BcD5+K8+kSfmzlff8NWshegfPoI5BJ5i3/42gRn2nvdkzwHwH/wAxzjrprPYWt5Ba6mZr7/pG7g7dvbZYOBXXZ3ty3POwTt3QHMzXPnl7ELhzDPxIGtp9a9/E3A+dcv5dJY7mVZq5vJTL89iOu88vLMTb26Gyy7HHc6/5Xx2VDppKjZz2amXZZcSF5wPOzrxpmb8ssuy43/BBdC5E29qwr/4xXzdhdCZleOfs33nH/sYjlFKqjR857rsh0hvewulaoVCEhPedWf2DdgJxxMlCcHDDwPGi645Jr/Icv788SeyfpKHtmetnQkQp0RmNA1+37hw4x7ec9YCcOTgch9cl828b1C5n30ymz74wYF1M48G6E9mRWTfhttCex1wlbv/0cxOAxa5+2XDKHMmcGa+eAzwyHCehOzRTGDTaAchB0zHa2zQcRhfdLz2T/tobNPx2b857n7I/goNt4V2J9CYz09jz+PZ7reMu18LXDvMGGQfzGzlgTTRy9ig4zU26DiMLzpe+6d9NLbp+NTOcAd9W0XWhQCybuzrhllGRERERGREhttC+1PgNjM7HHgD8E4zu9TdL9pHmaUjC1VERERE5C8Nq4XW3XeQ/ehrBfAqd//jbsnsnspsH1moMkTqyjG+6HiNDToO44uO1/5pH41tOj41MqwfhYmIiIiIjBW6cbKIiMgEZGZtZvZaM5s52rGI1JsS2gnEzGaZ2W2Dlo81s38fzZhk7wYfLzObbWbLzexWM7vWJsKttcag3fb5IjO7xczuMLN/2s92OpfGEDNrMbNfmtnNZnajmRVHO6axxsxagZuAJcBvzWy/wx7JwZW/H9032nFMFEpoJ4j8zeu7wNR8+SjgCqBlNOOSPdv9eAEfBj7i7q8GjgQWjFZsE9Ue9vnVwPvIRmM53czm7WU7nUtjz38FrnT304BngdePcjxj0ULgE+7+BeDXwKJRjkf+0pcYGN5URkgJ7cSRAGcAO/LlTuD00QtH9mOX4+XuF7r7Q/nfZqCBtuth93Okzd2f9OyHBJuBvd1UXOfSGOPuX3f33+SLhwDPjWY8Y5G7/87dV5jZK8haae8a7ZhkgJm9GugiuyCTGhjusF0yxuSjStD3TbW7Pzd4WcaW3Y9XHzM7A3jQ3Z8ejbgmsj3s8zvM7KPAFmAusDrvVjC4Jfb7+Q1gdC6NQWa2DGh19xWjHctYlHddOgPYClRHORzJ5V1kLgb+mmyIU6kBJbQiY4SZzQfOBU4d7VgmiQ8DrwI+B1yet9S+dXRDkgNlZm1k3UbUer4X+Wv6bDP7PPAW4IejHJJkzge+7u7bdKFcO+pyIDIG5P07fwC8X2M2HxzungCP5Iv/ezRjkaHJW7h+BFzg7k+MdjxjkZmdZ2bvzRenA9tGMx7ZxalkFxrLgePN7F9HOZ4JQQmtyNhwPjAbuDof7eCVox3QJHEpcJ5rQO7x5gNkP3K6MD9fzhjtgMaga4H3mNnvgRC4eZTjkZy7v8LdT3H3U4D73f2Dox3TRKAbK4iIiIjIuKYWWhEREREZ15TQioiIiMi4poRWRERERMY1JbQiIiIiMq4poRURERGRcU0JrYiIiIiMa0poRURERGRc+//DuKlycfQjiwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "vl.draw(s)\n",
    "vl.draw2(s)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "kf.draw(s)\n",
    "kf.draw2(blocka)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
